Digital & System Engineering, IOT, Artificial Intelligence, DevOps, Cloud Computing, Digitalisation, Data Analytics Machine Learning & CyberSecurity
Aktualisiert am 06.03.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 17.03.2024
Verfügbar zu: 100%
davon vor Ort: 0%
Künstliche Intelligenz
Cloud
cybersecurity
devops
financial engineering
English
German
Polish
Spanish

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

6 Monate
2023-10 - 2024-03

AI-Powered Customer Support Chatbot

AI Engineer
AI Engineer

Developed a customer service chatbot using TensorFlow and Python.

Integrated BERT for advanced natural language understanding.

Fine-tuned AI models using Keras for faster response times.

Implemented a feedback system for continuous learning and improvement.

Established a machine learning pipeline for ongoing threat learning.

München
3 Monate
2023-08 - 2023-10

Full Cloud Developer

Cloud-Native Application Deployment
Cloud-Native Application Deployment

Microservices Orchestration:  Orchestrated containerized applications using Kubernetes for scalability.

Infrastructure as Code: Automated cloud infrastructure provisioning using Terraform/Terragrunt/Ansible.

API Gateway setup: Configured API Gateways for seamless multi-cloud integration.

Data synchronization across clouds:  Implemented real-time data sync across AWS, GCP, and Azure.

3 Monate
2023-05 - 2023-07

Real-Time Object Detection System

Deep Learning Engineer
Deep Learning Engineer

Developed a real-time object detection system using Convolutional Neural Networks (CNN) in TensorFlow.

Enhanced training data accuracy with custom dataset augmentation techniques.

Optimized model for deployment on edge devices with TensorFlow Lite.

Created a RESTful API for easy integration of the detection system into existing applications.

4 Monate
2023-01 - 2023-04

Enterprise Cloud Migration and Optimization

Cloud Solutions Architect
Cloud Solutions Architect

Led the strategic migration of enterprise applications to Google Cloud Platform.

Utilized BigQuery for scalable and cost-effective data warehousing.

 Implemented cloud security best practices using Cloud IAM and Security Command Center.

 Implemented cloud security best practices using Cloud IAM and Security Command Center.

1 Jahr 8 Monate
2021-05 - 2022-12

AI-Enhanced Cybersecurity Framework

Cybersecurity AI Engineer
Cybersecurity AI Engineer

Created real-time threat detection using PyTorch/Python/Scilearnt.

 Deployed predictive models for threat analysis using Scikit-Learn.

Integrated AI solutions with existing Security Information and Event Management (SIEM) systems.

1 Jahr 6 Monate
2019-11 - 2021-04

SME DEVOPS

DEVOPS
DEVOPS
  • Design and develop user mode software for deployment on Mac OS X/Windows/Linux systems
  • Troubleshooting CICD pipeline deployment in near real time conditions: using Jenkins, Terraform and Ansible
  • strong COBOL, JCL CICS, & VSAM Firefighting
4 Monate
2020-11 - 2021-02

MIcroservices Expert

Berater kubernetes docker jenkins ...
Berater
  •  Konzepterstellung / Aufbau Kubernetes Umgebung
kubernetes docker jenkins solr CI CD
8 Monate
2020-02 - 2020-09

Digitalisierung Biopharma Process Engineering SME

Azure GMP Good Pharmacy Practice ...
  • Creating, building the  next-generation IoT solutions that model real pharmaceutical production plant ...
Kubernetes Docker Openshift Apache Hadoop IAM Keycloak Data Vault
Azure GMP Good Pharmacy Practice IoT IoT-Device Digital twins Dev Ops Iot Development
5 Monate
2019-10 - 2020-02

Product Owner Data Lake

Interim Product Owner Data Lake
Interim Product Owner
AWS Azure Audio-/Video-Streaming sportwetten
Data Lake
Vienna
5 Monate
2019-05 - 2019-09

Infrastructure Architecting & DevOps Engineering/K8S

Blockchain Kubernetes Cloud ...
  • Cloud Computing Services, Platform Design & Solution Architecture on Blockchain network on kubernetes
  •  PoC on blockchain-based platform to reduce transaction costs. 
  • Consulting Services around the PCI certification for blockchain based platform 
Blockchain Kubernetes Cloud Docker PCI DSS GDPR VPC Containers Payment Card Industry Data Security Standard AWS
3 Monate
2019-03 - 2019-05

SME & IM Cloud & Cybersecurity &IT Audit

Azure Data Lake Azure Migration ...
Azure Data Lake Azure Migration Databricks Python Insurance Company Information System Financial Industry
10 Monate
2018-06 - 2019-03

Articial Intelligence/ Digitalization and Cloud Computing

Senior Consultant certified scrum master Kanban GMP ...
Senior Consultant
certified scrum master Kanban GMP Bio-Prozesstechnik Bioengineering Architektur integrierter Informationssysteme Digitalization Predictive Analytics Machine Learning as a Service amazon cloud db DevOps upstream Bioreactor Data Lake R Python Scala Apache Hadoop GMP
Pharmaceutical Industries
4 Monate
2018-09 - 2018-12

Big Data Analytics and Digitalisation Expert

Senior Consultant and Dev OpS Engineer Machine Learning as a Service AWS Azure ...
Senior Consultant and Dev OpS Engineer
Machine Learning as a Service AWS Azure Google Analytics Docker Kubernetes Tableau R R shiny Python Real Time Analytics POC Algorithmic Trading DevOps Big Data Analytics
Zurich
9 Monate
2017-11 - 2018-07

Senior Security Consultant/AWS Cloud Architect/DevOps Expert Assurance Company

AWS cybersecurity Git ...
AWS cybersecurity Git GitHub Python Scala R certified scrum master Agile apache maven Jenkins Ambari Oozie Pig Hive Sqooq and Flume Apache Hadoop Spring BashShell
Dusseldorf
10 Monate
2017-01 - 2017-10

Interim Project Lead/AWS Architect

  • Deploying, Administration and Customizing Hadoop Clusters on Amazon EC2 instances.
  • Using Python, Panda, Java and Scala with Apache Spark AWS Elastic Mapping Reduce and Azure.
  • Bechmarking some technologies: Hadoop, Spark and Cassandra on AWS and Azure.
  • Building a SMACK Architecture for Streaming Analytics and Financial Engineering.
  • Running Hadoop, Cassandra, Mesos, Apache Spark and Big Top on Docker Container.
  • Migration of some in Memory Applications from fortran, c# and c++ into Python and R.
  • Mentoring of Junior Coders, Financial Engineers and Data Scientist and non Big Data Experts.
Walldorf/Paris/Copenhagen
1 Jahr 7 Monate
2015-06 - 2016-12

Cloud and Security Consultant/Interim Product Owner

Cloud and Security Expert Amazon EC2 Amazon EMR Spark-Ignition Engine ...
Cloud and Security Expert
  • Data Centre migrations, technology re-platforming and technology upgrade focused on Security Analytics and Network monitoring.
  • Orchestrating Security in Hybrid cloud environments especially working on security requirements, OS hardening, penetration testing, and container isolation.
  • Identification of all critical and non-critical security components to be assessed (e.g., firewalls, IDS, proxy, applications, databases, Antivirus Policy etc.).
  • Security Capability development on Azure achieving PCI-DSS 3.1 regulatory requirements.
  • Migrating VMs from Amazon AWS to Microsoft Azure. Automation and Config Management with Ansible and Puppet. Set Up and Management of real time data synchronisation.
  • Support for schema creation and initial data load
  • Building APIs and Customising SDLC to facilitate Interaction with AWS, Azure, Sales Forces and Oracles T4C-SAS Platforms.
  • Working with clients on digital IAAS, PAAS, SAAS solution strategies, designs and delivery programmes.
Amazon EC2 Amazon EMR Spark-Ignition Engine MESOS Cassandra Apache Spark Scala AWS OpsWorks
BACS
LONDON
10 Monate
2015-11 - 2016-08

Interim Manager/Big Data Consultant

Interim Manager Scrum Master Big Data Analytics Cassandra ...
Interim Manager
  • Gathering functional requirements, developing technical specifications, and project planning
  • Design and develop ETL/ELT jobs across multiple platforms and tools including Informatica, SAS, Vertica, Oracle Solaris Sparc T4 and Hadoop
  • Mining Marketing Campaign Criteria and Ad-hoc Customer Selection based on Customer Attributes and potential revenue attributes
  • System Oracle Solaris Sparc T4
  • Data Modeling for Data Warehouse Environments and within Open Source big data technologies like kafka, storm, Cassandra, HBase, etc.
  • Mentors staff to develop software systems, Machine Learning Algorithms, Enterprise Big Data Architecture and development capabilities.
  • Effectively leads teams through implementation of emerging technologies (NoSQL, Hadoop, Loom, Spark, Hive, MongoDB Exasol, Pentaho,Norton )
  • Delivery methodologies with a focus on prescriptive and predictive analytics, data discovery, big data architectures, analytics capabilities (including visual analytics) over extremely huge data sets
  • Implementation of data mining algorithms for automated grouping of SWIFT transactions to reconstruct entire trades
  • Automated Investigation of digital tracks within the compliance systems to discover potential circumventions of sanction policies
Cassandra Spark Flume Hector Hadoop Pig Impala Kanban Hive Oozie
Scrum Master Big Data Analytics Cassandra Maven Jenkins Ansible Git Docker Shell-Script Mac OS Prozessautomatisierung Performanceoptimierung
HAYS PLC
London
1 Jahr 3 Monate
2015-06 - 2016-08

Implementation of Security Configuration Management

Cloud and Security Consultant PCI DSS Security Configuration Management Azure ...
Cloud and Security Consultant
  • Data Centre migrations, technology re-platforming and technology upgrade focused on Security Analytics and Network monitoring.
  • Orchestrating Security in Hybrid cloud environments especially working on security requirements, OS hardening, penetration testing, and container isolation.
  • Migrating VMs from Amazon AWS to Microsoft Azure.
  • Security Capability development on Azure achieving PCI-DSS 3.1 regulatory requirements.
  • Automation and Config Management with Ansible and Puppet.
  • Set Up and Management of real time data synchronisation.
  • Support for schema creation and initial data load.
  • Building APIs and Customising SDLC to facilitate Interaction with AWS, Azure, Sales Forces and Oracles T4C-SAS Platforms.
  • Working with clients on digital IAAS, PAAS, SAAS solution strategies, designs and delivery programmes.
COBIT
PCI DSS Security Configuration Management Azure ISO 27001 HSM Network Security Cloud Communication Cloud Computing Cybersecurity
London
1 Jahr 3 Monate
2015-04 - 2016-06

IT Architect /Hadoop/Spark Expert

IT Architect /Hadoop/Spark Expert Hadoop AWS Impala ...
IT Architect /Hadoop/Spark Expert
  • Hadoop Cloudera administration and Customising services based on HUE. Processing Data with Pig, Hive, Python, Scala and R.
  • Reviewing and documentation of advanced machine learning algorithms.
  • Development and testing of Hadoop-based analytics pipelines from pre-production clusters in Amazon Web Services (AWS) into a full production customer cluster running in diverse data centres
  • Development and testing of ICT infrastructures and big data systems. Administration Cloudera s enterprise software engagements
  • Building, testing and preprocessing Databases on AWS-S3 for Data Scientists, Analyst and some End-Users
Hadoop AWS Impala PIG Scala Big Data Analytics Scrum amazon cloud db ansible puppet
Data and Technology
Germany
6 Monate
2015-11 - 2016-04

Technical Strategic Consultant

Technical and Strategic Consultant/ Cassandra Apache Expert Scrum Master Kanban ISO 27001 ...
Technical and Strategic Consultant/ Cassandra Apache Expert
  • Best Practices for Cassandra User/Developer/Analyst/PM: Platform Architecture, Real Advanced Analytics Requirements
  • Cassandra Architecture including Data Modelling, Scaling, Performance tuning
  • Mentor of System Engineers and IT analysts: Supporting the Development and Incorporation of External Monitoring Tools; Multi Regional Data Centres Asia-Europe
  • Empowering other Departments and key partners to test the own cloud services: Cassandra, Spark, OpsCenter, Flume,etc...
  • Design, testing and deployment Enterprise Lambda Architectures based on Spark Cassandra S-Layer, Kafka and Akka V-Layer.
  • Installing, configuring and running Cassandra services on multiple data centres worldwide (UK, Germany, Russia and Australia)
  • Decommissioning multi regional Data centre: C* Sandbox,C* VM, etc..
  • Customising Cassandra APIs to enterprise daily business: NodeTools, Cassandra-cli, Pycassa.
  • Coordinates new data development ensuring consistency and integration with existing DWS on A
  • Performance Tuning:  Cassandra  Stress  Tests.(2Billion  Bid/day,10  TB/D,2-250  KQPS at low latency)
  • System Automation by using Ansible-(Playbooks), Maven, Gradle, Jenkins and Puppets.
  • Real Time Analytics coding Spark/Python, R, zookeeper and Weka
  • Developing some Cassandra Data Model based on Thrift, CQlsh and C* CLi, DataStax Drivers
  • Working on close cooperation with business partners: DataStax and Rackspace.
  • Development of new Monitoring tools to track until 300 Nodes in 6 Data Center(Debian Systems) and 2 Cluster(multi-node Cassandra cluster on Amazon EC2)
  • Building business cases based on Proof of Concepts: Predictive Analytics and Fraud Detection and Revenue Optimization, Digital Transformation
Scrum Master Kanban ISO 27001 Spark Flume Spring Hadoop Cassandra
System Management Platforms
Germany
1 Jahr 1 Monat
2014-11 - 2015-11

Project Lead

  • Gathering functional requirements, developing technical specifications, and project planning
  • Design and develop ETL/ELT jobs across multiple platforms and tools including Informatica, MySql, SAS, Vertica, Oracle Solaris Sparc T4 and Hadoop
  • Mining Marketing Campaign Criteria and Ad-hoc Customer Selection based on Customer Attributes and potential revenue attributes
  • Data Modelling for Data Warehouse Environments and within Open Source big data technologies like kafka, storm, Cassandra, HBase, etc.
  • Mentors staff to develop software systems, Machine Learning Algorithms, Enterprise Big Data Architecture and development capabilities.
  • Effectively leads teams through implementation of emerging technologies (NoSQL, Hadoop, Loom, Spark, Hive, MongoDB Exasol, Pentaho,Norton, AWS-S3 )
  • Delivery methodologies with a focus on prescriptive and predictive analytics, data discovery, big data architectures, analytics capabilities (including visual analytics) over extremely huge data sets
  • Implementation of data mining algorithms for automated grouping of SWIFT transactions to reconstruct entire trades
  • Customising, Testing and Implementing Machine Learning Algorithms in R, Python, SAS Base for drug discovery: SVM for classification, BP-ANN,  Naive  Bayesian, classifier for regression and QSAR Analysis
  • Implementation of Boosting Algorithms in SAS Enterprise Miner, BASE  SAS,  SAS/SAT  and  SAS IML
  • Preparing and classifying Clinical Trial Data using commercial data mining systems
  • Importing Relational Databases and Clinical Data Management systems into in house Machine Learning Systems based on Open-source softwares
  • Design and development of Tableau visualization solutions
  • Creation of users, groups, projects, workbooks and the ad-hoc permission sets for Tableau server logons and some security checks.
  • Development, Design and Implementation of Therating Attack simulation framework Cooperation with IT architect to build a Cyber Security Center
  • Coding, Testing of Penetration Testing Solutions within Kali Linux.
Big Data & Advanced Analytics
Germany
1 Jahr 6 Monate
2013-07 - 2014-12

Senior BI Consultant

Risk Expert for Gas and Oil Services @Risk Oracle Crystal Ball Linux Red Hat ...
Risk Expert for Gas and Oil Services
  • Reservoir Service Economics Modelling
  • Production Analytics: Production performance monitoring, analysis, and data integration into geology and reservoir engineering
  • Conduction of reservoir modelling of CO2 and acid gas injection as well as gas hydrate reservoirFramework development: to address structure, 3-D grids, wells, infrastructure, and documentation by using object-oriented programming technologies in C++, Java and @R on Microsoft Azure
  • Geoscreening Visual Analytics Environment for reservoir characterization, develop- ment planning, and production evaluation to optimize (non conventional) reservoir performance.
  • Stochastic Programming Computation the apparent resistivities of two-dimensional geological structures for magneto telluric (MT) H-polarization case, using finite difference technique
@Risk Oracle Crystal Ball Linux Red Hat Econometric Risk Management Gas and Oil Analysis Geophysics
Big Analytics Consulting Services
Germany
8 Monate
2014-03 - 2014-10

Interim Manager & Senior Data Scientist for diverse Projects with 5 Reports

Online Marketing Consultant/IM/DS
Online Marketing Consultant/IM/DS
  • Building Data Mining models at an individual level to determine real biases of advertising support in the customer sensitivity to detecting customer preferences patterns.
  • Developing social media, online newsletter and other marketing tools and platforms Forecasting campaign effectiveness and conversion rates based on historical data
  • Providing campaign monitoring and performance reports during and after the campaign run
  • Analysis of historical and real time loyalty and sales data across all brands and all regions
  • Development of SAS Cloud Analytics Mix Modelling Scripts, Testing Reporting Tools, and JMP Customizing
  • Provided critical DWH support to asset sale projects in the context of portfolio liquidation
  • Using of financial and non financial metrics for Tracking Marketing cost data
  • Mining retail marketing data to determine real biases of advertising support in the customer sensitivity.
  • Drive projects focusing on revenue growth, mobile usage, and revenue - working closely with design, product, engineering, and data engineering teams
London, UK
1 Jahr 1 Monat
2012-01 - 2013-01

Head of Data Analytics, SAS Platform

Machine Learning Drug Discovery FDA ...
  • Team leader and Technical Manager of six Reports in Germany and 2 in the USA
  • Building, Testing and Implementation of Machine Learning Algorithms based  on Logistic Regression, Random Forest, Singel-Task Neural Net for Pharmaceutical and Clinical Data Analysis
  • Optimising Remote Platform Services to predict and prevent costly breakdowns in machines ranging from turbines to tomographs
  • Development, implementation, communication, and maintenance of the corporate data architecture, and data management standards and convention (SOX,ISOs, FDA, ISO 27001) etc.
  • Operational support based on ITIL-V3 and PRINCE2 training, mentoring, and leadership to department staff
  • Developed of batch mechanism automated reporting, enhanced reliability in report generation and made significant savings in resources
  • Introduced enhancements on sensitivity and accuracy of the Risk Indicator algorithms tracking portfolio risks
  • Maintains data, programs and reports in accordance with 21 FDA‘s CFR part 11
  • Keeping relationships with key stakeholders across the business including marketing and operational areas to ensure pricing is a key consideration in new business strategies
  • Migration from SAS 9.1 to 9.3
SAS Enterprise Miner SAS Base
Machine Learning Drug Discovery FDA statistical Process Control ISO 27000 ISO 27001 Big Data Analytics WEKA
Cary
USA
2 Jahre 1 Monat
2010-01 - 2012-01

Technical Manager

  • Development for (technical) data solutions based on the analysis of the business goals, objectives, needs, and existing data systems and SAS/SAP infrastructure.
  • Product development and administration of managed services, dedicated Linux servers, and web-hosting platforms
Siemens AG
Erlangen, Germany
1 Jahr 1 Monat
2009-01 - 2010-01

System Analyst

  • Product development and administration of managed services, dedicated Linux servers, and web-hosting platforms
  • Data analysis and SAS, ABAP, C++ , JAVA programming
  • Extensive critical support and programming for managed Linux server customers Provided daily SAP security production support.
  • Protection for stored data, certificates and cryptographic
  • Supporting initiatives such as security, data growth, performance, platform upgrades, support agreements, and disaster recovery.
  • Extrahing Data from Oracle Database into SAS
Siemens AG
Marburg, Germany
3 Jahre
2006-05 - 2009-04

Researcher

Assisting the statistician with the development of the statistical analysis plan Coding of statistical methods machine learning algorithms in SAS and Python to analyse clinical datasets:LogistBoost, GentBoost, SVM, DT Development and Implementation C++ Monte Carlo Framework to be implemented in the Brachytherapy Working on clinical database studies from proposal through to data disseminations Conducting quantitative analysis with the support of medical  statisticians at the Imaging and Radiooncology  Department

Vienna, Heidelberg, Austria, Germany.
2 Jahre 1 Monat
2005-09 - 2007-09

Quantitativer Analyst, Freelancing Projects

Designing diverse data mining Models & algorithms coding in Java, R and Python Construction and manipulation of large scale and complex datasets using SAS  macros. Evaluation of Investment Strategies using Nonlinear Programming and Stochastic Dominance Configuring Chart of Depreciation and depreciation areas Configuring Integration with FI General Ledger, Financial statement version for Asset reports etc Asset Valuation including Special value adjustment to Assets  through  Investment support Setting up the system for depreciation calculation, includes ordinary depreciation, Special depreciation

Giessen, Vienna, Poschiavo

Aus- und Weiterbildung

Aus- und Weiterbildung

3 Jahre 1 Monat
2010-07 - 2013-07

Financial Engineering

Post Doctorate, Karlsruhe Institute for Technology
Post Doctorate
Karlsruhe Institute for Technology

Financial Engineering 

Risk Management 

Mathematical Statistics 

3 Jahre
2006-07 - 2009-06

Angewandte Physik und Computer Science

Doktor Scientiarum Humanarum, Ruprecht Karl Univertät, Heidelberg
Doktor Scientiarum Humanarum
Ruprecht Karl Univertät, Heidelberg

Angewandte Physik

Computer Science 

Computational Statistics 

1 Jahr 10 Monate
2003-10 - 2005-07

Physik

Magister, IAEA Wien
Magister
IAEA Wien

Kernphysik 

Applied Statitistics

Computer Science

Kompetenzen

Kompetenzen

Top-Skills

Künstliche Intelligenz Cloud cybersecurity devops financial engineering

Schwerpunkte

Azure Data Lake
Big Data & Machine Learning
Cloud Computing
Cybersecurity
Dev Ops
DevOps
Digital Engineering
IOT
Iot Development
Kunstliche Intelligence
Payment Card Industry Data Security Standard

Aufgabenbereiche

Artificial intelligence
AWS
Azure
Blockchain
Cloud
Containers
cybersecurity
DevOps
Digitalisation and Modernisation
Digitalization
Enterprise Environment
Financial Services
GDPR
Google Cloud
Kubernetes
Machine Learning
Microservices
Migration
PCI DSS
POC
Predictive Analytics
Risk Management
Scrum Master
Solution architecture
VPC

Produkte / Standards / Erfahrungen / Methoden

Agile
All *NIX shell tools
amazon cloud db
Amazon EMR
Apache Hadoop
apache maven
Architektur integrierter Informationssysteme
AutoCad
Autodesk Maya
AWS
Azure
Big Data Analytics
Bio-Prozesstechnik
Bioengineering
Bzr
certified scrum master
CMAKE Build system
Dashboard
Data Lake
Data Vault
Docker
Drug Discovery
Eclipse
Enterprise Guide 5.1
Express.js
FDA
Financial Industry
Gimp
Git
GitHub
GMP
Good Pharmacy Practice
Google Analytics
Google SketchUp
Hadoop
Hive
i18n
IAM
IDE
Insurance Company Information System
IoT-Device
ISO 27000
ISO 27001
ISO2009
ITIL3
Jenkins
JIRA
jQuery
JSON
Kanban
Keycloak
Kubernetes
LEAN
Machine Learning
Mathematica
Matlab
Maven
Mercurial
Netbeans IDE
OpenGL 4.2
Performanceoptimierung
Photoshop
PRINCE2
Prozessautomatisierung
SAS BI
SAS DI Studio 4.6
SAS Information Map
SAS Information Map Portal
SAS Management Console 9.3
SAS OLAP Cube Studio
SAS Web Report Studio
Scrum
Six Sigma
Socket.io
SOX
Spark-Ignition Engine
Spring
Studio
SVN
Teradata
upstream
VS2010
WEKA
Pupet
Chef
Terraform

ICT Skills

PM PRINCE2, Agile, Scrum, Six Sigma, LEAN  ITs     ITIL3, ISO2009,SOX

 

Platforms:

Unix, Linux, Windows, Windows Server, IIS, Apache, Lighttpd, Nginx, Node.js, Arduino,MySQL, MSSQL, MongoDB, SSIS

 

SAS:

SAS Base, SAS Macros, SAS Stored, Process, SAS Graph, SAS SQL, SAS STAT, SAS Enterprise Guide 5.1,SAS DI Studio 4.6, SAS Management Console 9.3, SAS BI Dashboard, SAS Web Report Studio, SAS OLAP Cube Studio, SAS Information Map Studio, SAS Information Map Portal

 

Tools:

Office Suite,Teradata, Hadoop, Matlab, Mathematica, JIRA, OpenGL 4.2,Eclipse IDE,VS2010, Netbeans IDE, CMAKE Build system, Git, SVN, Bzr, Mercurial, All

*NIX shell tools, jQuery, JSON, Express.js, Socket.io, i18n, Office Suite, Photoshop, Gimp, AutoCad, Google SketchUp, Autodesk Maya

 

AREAS OF EXPERTISE

  • Cybersecurity, Threat Modeling, Penetration Testing, Artificial Intelligence Cloud Auditing
  • Advanced knowledge of Big Data Architecture, Advanced Analytics and Machine Learning using R, Python, Scikit-Learn, Pandas, Weka and Open Sources Tools/Modules/Projects
  • Predictive Analytics & Applied Modeling for Maintenance Purposes in HealthCare, Energy and Chemical Manufacturing Industries
  • Cloudera & Tableau Server Administration, CHD, Hadoop, Spark, Hive, PIG
  • System Engineering, IT Automation: Ansible, Puppet, OS Administration:  Linux, Red Hat, SUSE, Ubuntu, Unix and Mac
  • Cloud Computing Services: Architecture, Networking, Performance, Data Accuracy, Platforms AWS, Azure, Google, IBM-Cloud, Sales
  • Database Administration and Development: SAS, Cassandra, Oracle, HDFS, SQL, Maria, MongoDb
  • Advanced Programming Knowledge in SAS Enterprise Miner, Base SAS, SAS/SAT, SAS IML
  • Dependency management tools Maven, NuGet, Gradle, Ant, Bower, etc
  • BigDataArchitecture,Financial,Banking,Security,CustomerandIndustry
  • CT PM: Service Management, Data Governance, Risk und  Compliance-Management.
  • Mathematical statistics, Econometric Modelling, Numerical Simulation and Algorithms Design, Testing and Calibration
  • Strategic Consulting Services across diverse industrial
  • Coaching Services for non-big data scientists and decision makers
  • Penetration Testing Tools; Kai Linux, sqlmap, social engineer, Multivector testing: core systems, Cain & Abel
  • Security Configuration Management, ISO27001, PCI DSS, HSM, NIST SP 800-53, COBIT-5

 

Career Highlights

  • Head of an international Team (USA/Germany) by Siemens AG for Designing and establishing of the biggest SAS Business Intelligence Platform for Siemens worldwide.
  • Oversee international data Governance Projects on behalf of HAYS International LTD
  • Senior Risk Consultant by Baker Hugues International.
  • Project Lead by PriceWaterHouseCoopers, Germany
  • Analytics Consultant for quantitative finance projects for investment banks clients in the DACH countries
  • My Consulting Projects by Baker Hughes (Risk Manager), Shell (ICT Consultant), Siemens (System Physics and Team-Leader), DKFZ (Researcher), IAEA (IT-Manager), IVIC, CITGO, PDVSA (employer)
  • IAEA-DAAD, German Academic Exchange Service award Prize for Students of Excellence in Nuclear Physics, 2003
  • PhD in applied physics and Computer Science from one of the best european elite universities: Heidelberg Ruprecht Karl Universitaet
  • My three Degree Honours (Magna Cum laude)

Summary

Senior Data Scientist/ICT Architect/Big Data & Cloud Engineer

I am results orientated, highly motivated and hard dedicated ICT Expert/interim Project Lead focused on Cyber-Security, Cloud Services, Advanced Analytics, Big Data Architecture and Financial Engineering with experience of conducting, analyzing and interpreting customer needs across enterprise Business Consulting on diverse customer segmentations and product categories. I have over 13 years international experience within a broad range projects across diverse industries like Aviation, Automotive, Telecommunications, Pharmaceuticals, Retail, Financial Engineering, Banking and Corporate Services (Saving Banks, DACH Countries & Siemens, USA), Marketing (London Agencies), oil and gas companies (Baker Hughes International, Shell), Big Consulting/Auditors Firm (Strategy& and PriceWaterHouseCoopers, Germany). I held a PhD in Applied Physics &, post-doctoral studies in Financial Engineering and additional degrees in Computer Sciences (Alma Mater: Ruprecht Karl University of Heidelberg, one of the European elite universities)

Betriebssysteme

Apache
Arduino
IIS
Lighttpd
Linux
Linux Red Hat
Mac OS
MongoDB
MSSQL
MySQL
Nginx
Node.js
Process
SAS Graph
SAS Macros
SAS SAS Base
SAS SQL
SAS STAT
SAS Stored
SSIS
Unix
Windows
Windows Server

Programmiersprachen

@Risk
ASP.NET
BASH
BashShell
C
C#
C++
Cobol
CSS3
Flume
GLSL
HLSL
HTML5
Jade
JAVA
JavaScript
JCL CICS
LATEX
LESS
LUA
Object Pascal
Oracle Crystal Ball
PERL
PHP
Pig
PYTHON
R
SAS Base
SAS Enterprise Miner
Scala
Shell-Script
SPSS
SQL
Statistica
T-SQL
VSAM

Datenbanken

Ansible
Cassandra
Databricks
Impala
MariaDB
MongoDB

Datenkommunikation

AWS OpsWorks
MESOS
Spark

Berechnung / Simulation / Versuch / Validierung

Digital twins

Design / Entwicklung / Konstruktion

Machine Learning as a Service

Branchen

Branchen

  • Automotive
  • Banken
  • Finanzdientleister
  • IT und Internet
  • Versicherungen
  • Telekomunikationen
  • Pharmaceutical Industries
  • Unternehmensberatung, Wirtschaftsprüfung
  • Energie und Wasserversorgung

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

6 Monate
2023-10 - 2024-03

AI-Powered Customer Support Chatbot

AI Engineer
AI Engineer

Developed a customer service chatbot using TensorFlow and Python.

Integrated BERT for advanced natural language understanding.

Fine-tuned AI models using Keras for faster response times.

Implemented a feedback system for continuous learning and improvement.

Established a machine learning pipeline for ongoing threat learning.

München
3 Monate
2023-08 - 2023-10

Full Cloud Developer

Cloud-Native Application Deployment
Cloud-Native Application Deployment

Microservices Orchestration:  Orchestrated containerized applications using Kubernetes for scalability.

Infrastructure as Code: Automated cloud infrastructure provisioning using Terraform/Terragrunt/Ansible.

API Gateway setup: Configured API Gateways for seamless multi-cloud integration.

Data synchronization across clouds:  Implemented real-time data sync across AWS, GCP, and Azure.

3 Monate
2023-05 - 2023-07

Real-Time Object Detection System

Deep Learning Engineer
Deep Learning Engineer

Developed a real-time object detection system using Convolutional Neural Networks (CNN) in TensorFlow.

Enhanced training data accuracy with custom dataset augmentation techniques.

Optimized model for deployment on edge devices with TensorFlow Lite.

Created a RESTful API for easy integration of the detection system into existing applications.

4 Monate
2023-01 - 2023-04

Enterprise Cloud Migration and Optimization

Cloud Solutions Architect
Cloud Solutions Architect

Led the strategic migration of enterprise applications to Google Cloud Platform.

Utilized BigQuery for scalable and cost-effective data warehousing.

 Implemented cloud security best practices using Cloud IAM and Security Command Center.

 Implemented cloud security best practices using Cloud IAM and Security Command Center.

1 Jahr 8 Monate
2021-05 - 2022-12

AI-Enhanced Cybersecurity Framework

Cybersecurity AI Engineer
Cybersecurity AI Engineer

Created real-time threat detection using PyTorch/Python/Scilearnt.

 Deployed predictive models for threat analysis using Scikit-Learn.

Integrated AI solutions with existing Security Information and Event Management (SIEM) systems.

1 Jahr 6 Monate
2019-11 - 2021-04

SME DEVOPS

DEVOPS
DEVOPS
  • Design and develop user mode software for deployment on Mac OS X/Windows/Linux systems
  • Troubleshooting CICD pipeline deployment in near real time conditions: using Jenkins, Terraform and Ansible
  • strong COBOL, JCL CICS, & VSAM Firefighting
4 Monate
2020-11 - 2021-02

MIcroservices Expert

Berater kubernetes docker jenkins ...
Berater
  •  Konzepterstellung / Aufbau Kubernetes Umgebung
kubernetes docker jenkins solr CI CD
8 Monate
2020-02 - 2020-09

Digitalisierung Biopharma Process Engineering SME

Azure GMP Good Pharmacy Practice ...
  • Creating, building the  next-generation IoT solutions that model real pharmaceutical production plant ...
Kubernetes Docker Openshift Apache Hadoop IAM Keycloak Data Vault
Azure GMP Good Pharmacy Practice IoT IoT-Device Digital twins Dev Ops Iot Development
5 Monate
2019-10 - 2020-02

Product Owner Data Lake

Interim Product Owner Data Lake
Interim Product Owner
AWS Azure Audio-/Video-Streaming sportwetten
Data Lake
Vienna
5 Monate
2019-05 - 2019-09

Infrastructure Architecting & DevOps Engineering/K8S

Blockchain Kubernetes Cloud ...
  • Cloud Computing Services, Platform Design & Solution Architecture on Blockchain network on kubernetes
  •  PoC on blockchain-based platform to reduce transaction costs. 
  • Consulting Services around the PCI certification for blockchain based platform 
Blockchain Kubernetes Cloud Docker PCI DSS GDPR VPC Containers Payment Card Industry Data Security Standard AWS
3 Monate
2019-03 - 2019-05

SME & IM Cloud & Cybersecurity &IT Audit

Azure Data Lake Azure Migration ...
Azure Data Lake Azure Migration Databricks Python Insurance Company Information System Financial Industry
10 Monate
2018-06 - 2019-03

Articial Intelligence/ Digitalization and Cloud Computing

Senior Consultant certified scrum master Kanban GMP ...
Senior Consultant
certified scrum master Kanban GMP Bio-Prozesstechnik Bioengineering Architektur integrierter Informationssysteme Digitalization Predictive Analytics Machine Learning as a Service amazon cloud db DevOps upstream Bioreactor Data Lake R Python Scala Apache Hadoop GMP
Pharmaceutical Industries
4 Monate
2018-09 - 2018-12

Big Data Analytics and Digitalisation Expert

Senior Consultant and Dev OpS Engineer Machine Learning as a Service AWS Azure ...
Senior Consultant and Dev OpS Engineer
Machine Learning as a Service AWS Azure Google Analytics Docker Kubernetes Tableau R R shiny Python Real Time Analytics POC Algorithmic Trading DevOps Big Data Analytics
Zurich
9 Monate
2017-11 - 2018-07

Senior Security Consultant/AWS Cloud Architect/DevOps Expert Assurance Company

AWS cybersecurity Git ...
AWS cybersecurity Git GitHub Python Scala R certified scrum master Agile apache maven Jenkins Ambari Oozie Pig Hive Sqooq and Flume Apache Hadoop Spring BashShell
Dusseldorf
10 Monate
2017-01 - 2017-10

Interim Project Lead/AWS Architect

  • Deploying, Administration and Customizing Hadoop Clusters on Amazon EC2 instances.
  • Using Python, Panda, Java and Scala with Apache Spark AWS Elastic Mapping Reduce and Azure.
  • Bechmarking some technologies: Hadoop, Spark and Cassandra on AWS and Azure.
  • Building a SMACK Architecture for Streaming Analytics and Financial Engineering.
  • Running Hadoop, Cassandra, Mesos, Apache Spark and Big Top on Docker Container.
  • Migration of some in Memory Applications from fortran, c# and c++ into Python and R.
  • Mentoring of Junior Coders, Financial Engineers and Data Scientist and non Big Data Experts.
Walldorf/Paris/Copenhagen
1 Jahr 7 Monate
2015-06 - 2016-12

Cloud and Security Consultant/Interim Product Owner

Cloud and Security Expert Amazon EC2 Amazon EMR Spark-Ignition Engine ...
Cloud and Security Expert
  • Data Centre migrations, technology re-platforming and technology upgrade focused on Security Analytics and Network monitoring.
  • Orchestrating Security in Hybrid cloud environments especially working on security requirements, OS hardening, penetration testing, and container isolation.
  • Identification of all critical and non-critical security components to be assessed (e.g., firewalls, IDS, proxy, applications, databases, Antivirus Policy etc.).
  • Security Capability development on Azure achieving PCI-DSS 3.1 regulatory requirements.
  • Migrating VMs from Amazon AWS to Microsoft Azure. Automation and Config Management with Ansible and Puppet. Set Up and Management of real time data synchronisation.
  • Support for schema creation and initial data load
  • Building APIs and Customising SDLC to facilitate Interaction with AWS, Azure, Sales Forces and Oracles T4C-SAS Platforms.
  • Working with clients on digital IAAS, PAAS, SAAS solution strategies, designs and delivery programmes.
Amazon EC2 Amazon EMR Spark-Ignition Engine MESOS Cassandra Apache Spark Scala AWS OpsWorks
BACS
LONDON
10 Monate
2015-11 - 2016-08

Interim Manager/Big Data Consultant

Interim Manager Scrum Master Big Data Analytics Cassandra ...
Interim Manager
  • Gathering functional requirements, developing technical specifications, and project planning
  • Design and develop ETL/ELT jobs across multiple platforms and tools including Informatica, SAS, Vertica, Oracle Solaris Sparc T4 and Hadoop
  • Mining Marketing Campaign Criteria and Ad-hoc Customer Selection based on Customer Attributes and potential revenue attributes
  • System Oracle Solaris Sparc T4
  • Data Modeling for Data Warehouse Environments and within Open Source big data technologies like kafka, storm, Cassandra, HBase, etc.
  • Mentors staff to develop software systems, Machine Learning Algorithms, Enterprise Big Data Architecture and development capabilities.
  • Effectively leads teams through implementation of emerging technologies (NoSQL, Hadoop, Loom, Spark, Hive, MongoDB Exasol, Pentaho,Norton )
  • Delivery methodologies with a focus on prescriptive and predictive analytics, data discovery, big data architectures, analytics capabilities (including visual analytics) over extremely huge data sets
  • Implementation of data mining algorithms for automated grouping of SWIFT transactions to reconstruct entire trades
  • Automated Investigation of digital tracks within the compliance systems to discover potential circumventions of sanction policies
Cassandra Spark Flume Hector Hadoop Pig Impala Kanban Hive Oozie
Scrum Master Big Data Analytics Cassandra Maven Jenkins Ansible Git Docker Shell-Script Mac OS Prozessautomatisierung Performanceoptimierung
HAYS PLC
London
1 Jahr 3 Monate
2015-06 - 2016-08

Implementation of Security Configuration Management

Cloud and Security Consultant PCI DSS Security Configuration Management Azure ...
Cloud and Security Consultant
  • Data Centre migrations, technology re-platforming and technology upgrade focused on Security Analytics and Network monitoring.
  • Orchestrating Security in Hybrid cloud environments especially working on security requirements, OS hardening, penetration testing, and container isolation.
  • Migrating VMs from Amazon AWS to Microsoft Azure.
  • Security Capability development on Azure achieving PCI-DSS 3.1 regulatory requirements.
  • Automation and Config Management with Ansible and Puppet.
  • Set Up and Management of real time data synchronisation.
  • Support for schema creation and initial data load.
  • Building APIs and Customising SDLC to facilitate Interaction with AWS, Azure, Sales Forces and Oracles T4C-SAS Platforms.
  • Working with clients on digital IAAS, PAAS, SAAS solution strategies, designs and delivery programmes.
COBIT
PCI DSS Security Configuration Management Azure ISO 27001 HSM Network Security Cloud Communication Cloud Computing Cybersecurity
London
1 Jahr 3 Monate
2015-04 - 2016-06

IT Architect /Hadoop/Spark Expert

IT Architect /Hadoop/Spark Expert Hadoop AWS Impala ...
IT Architect /Hadoop/Spark Expert
  • Hadoop Cloudera administration and Customising services based on HUE. Processing Data with Pig, Hive, Python, Scala and R.
  • Reviewing and documentation of advanced machine learning algorithms.
  • Development and testing of Hadoop-based analytics pipelines from pre-production clusters in Amazon Web Services (AWS) into a full production customer cluster running in diverse data centres
  • Development and testing of ICT infrastructures and big data systems. Administration Cloudera s enterprise software engagements
  • Building, testing and preprocessing Databases on AWS-S3 for Data Scientists, Analyst and some End-Users
Hadoop AWS Impala PIG Scala Big Data Analytics Scrum amazon cloud db ansible puppet
Data and Technology
Germany
6 Monate
2015-11 - 2016-04

Technical Strategic Consultant

Technical and Strategic Consultant/ Cassandra Apache Expert Scrum Master Kanban ISO 27001 ...
Technical and Strategic Consultant/ Cassandra Apache Expert
  • Best Practices for Cassandra User/Developer/Analyst/PM: Platform Architecture, Real Advanced Analytics Requirements
  • Cassandra Architecture including Data Modelling, Scaling, Performance tuning
  • Mentor of System Engineers and IT analysts: Supporting the Development and Incorporation of External Monitoring Tools; Multi Regional Data Centres Asia-Europe
  • Empowering other Departments and key partners to test the own cloud services: Cassandra, Spark, OpsCenter, Flume,etc...
  • Design, testing and deployment Enterprise Lambda Architectures based on Spark Cassandra S-Layer, Kafka and Akka V-Layer.
  • Installing, configuring and running Cassandra services on multiple data centres worldwide (UK, Germany, Russia and Australia)
  • Decommissioning multi regional Data centre: C* Sandbox,C* VM, etc..
  • Customising Cassandra APIs to enterprise daily business: NodeTools, Cassandra-cli, Pycassa.
  • Coordinates new data development ensuring consistency and integration with existing DWS on A
  • Performance Tuning:  Cassandra  Stress  Tests.(2Billion  Bid/day,10  TB/D,2-250  KQPS at low latency)
  • System Automation by using Ansible-(Playbooks), Maven, Gradle, Jenkins and Puppets.
  • Real Time Analytics coding Spark/Python, R, zookeeper and Weka
  • Developing some Cassandra Data Model based on Thrift, CQlsh and C* CLi, DataStax Drivers
  • Working on close cooperation with business partners: DataStax and Rackspace.
  • Development of new Monitoring tools to track until 300 Nodes in 6 Data Center(Debian Systems) and 2 Cluster(multi-node Cassandra cluster on Amazon EC2)
  • Building business cases based on Proof of Concepts: Predictive Analytics and Fraud Detection and Revenue Optimization, Digital Transformation
Scrum Master Kanban ISO 27001 Spark Flume Spring Hadoop Cassandra
System Management Platforms
Germany
1 Jahr 1 Monat
2014-11 - 2015-11

Project Lead

  • Gathering functional requirements, developing technical specifications, and project planning
  • Design and develop ETL/ELT jobs across multiple platforms and tools including Informatica, MySql, SAS, Vertica, Oracle Solaris Sparc T4 and Hadoop
  • Mining Marketing Campaign Criteria and Ad-hoc Customer Selection based on Customer Attributes and potential revenue attributes
  • Data Modelling for Data Warehouse Environments and within Open Source big data technologies like kafka, storm, Cassandra, HBase, etc.
  • Mentors staff to develop software systems, Machine Learning Algorithms, Enterprise Big Data Architecture and development capabilities.
  • Effectively leads teams through implementation of emerging technologies (NoSQL, Hadoop, Loom, Spark, Hive, MongoDB Exasol, Pentaho,Norton, AWS-S3 )
  • Delivery methodologies with a focus on prescriptive and predictive analytics, data discovery, big data architectures, analytics capabilities (including visual analytics) over extremely huge data sets
  • Implementation of data mining algorithms for automated grouping of SWIFT transactions to reconstruct entire trades
  • Customising, Testing and Implementing Machine Learning Algorithms in R, Python, SAS Base for drug discovery: SVM for classification, BP-ANN,  Naive  Bayesian, classifier for regression and QSAR Analysis
  • Implementation of Boosting Algorithms in SAS Enterprise Miner, BASE  SAS,  SAS/SAT  and  SAS IML
  • Preparing and classifying Clinical Trial Data using commercial data mining systems
  • Importing Relational Databases and Clinical Data Management systems into in house Machine Learning Systems based on Open-source softwares
  • Design and development of Tableau visualization solutions
  • Creation of users, groups, projects, workbooks and the ad-hoc permission sets for Tableau server logons and some security checks.
  • Development, Design and Implementation of Therating Attack simulation framework Cooperation with IT architect to build a Cyber Security Center
  • Coding, Testing of Penetration Testing Solutions within Kali Linux.
Big Data & Advanced Analytics
Germany
1 Jahr 6 Monate
2013-07 - 2014-12

Senior BI Consultant

Risk Expert for Gas and Oil Services @Risk Oracle Crystal Ball Linux Red Hat ...
Risk Expert for Gas and Oil Services
  • Reservoir Service Economics Modelling
  • Production Analytics: Production performance monitoring, analysis, and data integration into geology and reservoir engineering
  • Conduction of reservoir modelling of CO2 and acid gas injection as well as gas hydrate reservoirFramework development: to address structure, 3-D grids, wells, infrastructure, and documentation by using object-oriented programming technologies in C++, Java and @R on Microsoft Azure
  • Geoscreening Visual Analytics Environment for reservoir characterization, develop- ment planning, and production evaluation to optimize (non conventional) reservoir performance.
  • Stochastic Programming Computation the apparent resistivities of two-dimensional geological structures for magneto telluric (MT) H-polarization case, using finite difference technique
@Risk Oracle Crystal Ball Linux Red Hat Econometric Risk Management Gas and Oil Analysis Geophysics
Big Analytics Consulting Services
Germany
8 Monate
2014-03 - 2014-10

Interim Manager & Senior Data Scientist for diverse Projects with 5 Reports

Online Marketing Consultant/IM/DS
Online Marketing Consultant/IM/DS
  • Building Data Mining models at an individual level to determine real biases of advertising support in the customer sensitivity to detecting customer preferences patterns.
  • Developing social media, online newsletter and other marketing tools and platforms Forecasting campaign effectiveness and conversion rates based on historical data
  • Providing campaign monitoring and performance reports during and after the campaign run
  • Analysis of historical and real time loyalty and sales data across all brands and all regions
  • Development of SAS Cloud Analytics Mix Modelling Scripts, Testing Reporting Tools, and JMP Customizing
  • Provided critical DWH support to asset sale projects in the context of portfolio liquidation
  • Using of financial and non financial metrics for Tracking Marketing cost data
  • Mining retail marketing data to determine real biases of advertising support in the customer sensitivity.
  • Drive projects focusing on revenue growth, mobile usage, and revenue - working closely with design, product, engineering, and data engineering teams
London, UK
1 Jahr 1 Monat
2012-01 - 2013-01

Head of Data Analytics, SAS Platform

Machine Learning Drug Discovery FDA ...
  • Team leader and Technical Manager of six Reports in Germany and 2 in the USA
  • Building, Testing and Implementation of Machine Learning Algorithms based  on Logistic Regression, Random Forest, Singel-Task Neural Net for Pharmaceutical and Clinical Data Analysis
  • Optimising Remote Platform Services to predict and prevent costly breakdowns in machines ranging from turbines to tomographs
  • Development, implementation, communication, and maintenance of the corporate data architecture, and data management standards and convention (SOX,ISOs, FDA, ISO 27001) etc.
  • Operational support based on ITIL-V3 and PRINCE2 training, mentoring, and leadership to department staff
  • Developed of batch mechanism automated reporting, enhanced reliability in report generation and made significant savings in resources
  • Introduced enhancements on sensitivity and accuracy of the Risk Indicator algorithms tracking portfolio risks
  • Maintains data, programs and reports in accordance with 21 FDA‘s CFR part 11
  • Keeping relationships with key stakeholders across the business including marketing and operational areas to ensure pricing is a key consideration in new business strategies
  • Migration from SAS 9.1 to 9.3
SAS Enterprise Miner SAS Base
Machine Learning Drug Discovery FDA statistical Process Control ISO 27000 ISO 27001 Big Data Analytics WEKA
Cary
USA
2 Jahre 1 Monat
2010-01 - 2012-01

Technical Manager

  • Development for (technical) data solutions based on the analysis of the business goals, objectives, needs, and existing data systems and SAS/SAP infrastructure.
  • Product development and administration of managed services, dedicated Linux servers, and web-hosting platforms
Siemens AG
Erlangen, Germany
1 Jahr 1 Monat
2009-01 - 2010-01

System Analyst

  • Product development and administration of managed services, dedicated Linux servers, and web-hosting platforms
  • Data analysis and SAS, ABAP, C++ , JAVA programming
  • Extensive critical support and programming for managed Linux server customers Provided daily SAP security production support.
  • Protection for stored data, certificates and cryptographic
  • Supporting initiatives such as security, data growth, performance, platform upgrades, support agreements, and disaster recovery.
  • Extrahing Data from Oracle Database into SAS
Siemens AG
Marburg, Germany
3 Jahre
2006-05 - 2009-04

Researcher

Assisting the statistician with the development of the statistical analysis plan Coding of statistical methods machine learning algorithms in SAS and Python to analyse clinical datasets:LogistBoost, GentBoost, SVM, DT Development and Implementation C++ Monte Carlo Framework to be implemented in the Brachytherapy Working on clinical database studies from proposal through to data disseminations Conducting quantitative analysis with the support of medical  statisticians at the Imaging and Radiooncology  Department

Vienna, Heidelberg, Austria, Germany.
2 Jahre 1 Monat
2005-09 - 2007-09

Quantitativer Analyst, Freelancing Projects

Designing diverse data mining Models & algorithms coding in Java, R and Python Construction and manipulation of large scale and complex datasets using SAS  macros. Evaluation of Investment Strategies using Nonlinear Programming and Stochastic Dominance Configuring Chart of Depreciation and depreciation areas Configuring Integration with FI General Ledger, Financial statement version for Asset reports etc Asset Valuation including Special value adjustment to Assets  through  Investment support Setting up the system for depreciation calculation, includes ordinary depreciation, Special depreciation

Giessen, Vienna, Poschiavo

Aus- und Weiterbildung

Aus- und Weiterbildung

3 Jahre 1 Monat
2010-07 - 2013-07

Financial Engineering

Post Doctorate, Karlsruhe Institute for Technology
Post Doctorate
Karlsruhe Institute for Technology

Financial Engineering 

Risk Management 

Mathematical Statistics 

3 Jahre
2006-07 - 2009-06

Angewandte Physik und Computer Science

Doktor Scientiarum Humanarum, Ruprecht Karl Univertät, Heidelberg
Doktor Scientiarum Humanarum
Ruprecht Karl Univertät, Heidelberg

Angewandte Physik

Computer Science 

Computational Statistics 

1 Jahr 10 Monate
2003-10 - 2005-07

Physik

Magister, IAEA Wien
Magister
IAEA Wien

Kernphysik 

Applied Statitistics

Computer Science

Kompetenzen

Kompetenzen

Top-Skills

Künstliche Intelligenz Cloud cybersecurity devops financial engineering

Schwerpunkte

Azure Data Lake
Big Data & Machine Learning
Cloud Computing
Cybersecurity
Dev Ops
DevOps
Digital Engineering
IOT
Iot Development
Kunstliche Intelligence
Payment Card Industry Data Security Standard

Aufgabenbereiche

Artificial intelligence
AWS
Azure
Blockchain
Cloud
Containers
cybersecurity
DevOps
Digitalisation and Modernisation
Digitalization
Enterprise Environment
Financial Services
GDPR
Google Cloud
Kubernetes
Machine Learning
Microservices
Migration
PCI DSS
POC
Predictive Analytics
Risk Management
Scrum Master
Solution architecture
VPC

Produkte / Standards / Erfahrungen / Methoden

Agile
All *NIX shell tools
amazon cloud db
Amazon EMR
Apache Hadoop
apache maven
Architektur integrierter Informationssysteme
AutoCad
Autodesk Maya
AWS
Azure
Big Data Analytics
Bio-Prozesstechnik
Bioengineering
Bzr
certified scrum master
CMAKE Build system
Dashboard
Data Lake
Data Vault
Docker
Drug Discovery
Eclipse
Enterprise Guide 5.1
Express.js
FDA
Financial Industry
Gimp
Git
GitHub
GMP
Good Pharmacy Practice
Google Analytics
Google SketchUp
Hadoop
Hive
i18n
IAM
IDE
Insurance Company Information System
IoT-Device
ISO 27000
ISO 27001
ISO2009
ITIL3
Jenkins
JIRA
jQuery
JSON
Kanban
Keycloak
Kubernetes
LEAN
Machine Learning
Mathematica
Matlab
Maven
Mercurial
Netbeans IDE
OpenGL 4.2
Performanceoptimierung
Photoshop
PRINCE2
Prozessautomatisierung
SAS BI
SAS DI Studio 4.6
SAS Information Map
SAS Information Map Portal
SAS Management Console 9.3
SAS OLAP Cube Studio
SAS Web Report Studio
Scrum
Six Sigma
Socket.io
SOX
Spark-Ignition Engine
Spring
Studio
SVN
Teradata
upstream
VS2010
WEKA
Pupet
Chef
Terraform

ICT Skills

PM PRINCE2, Agile, Scrum, Six Sigma, LEAN  ITs     ITIL3, ISO2009,SOX

 

Platforms:

Unix, Linux, Windows, Windows Server, IIS, Apache, Lighttpd, Nginx, Node.js, Arduino,MySQL, MSSQL, MongoDB, SSIS

 

SAS:

SAS Base, SAS Macros, SAS Stored, Process, SAS Graph, SAS SQL, SAS STAT, SAS Enterprise Guide 5.1,SAS DI Studio 4.6, SAS Management Console 9.3, SAS BI Dashboard, SAS Web Report Studio, SAS OLAP Cube Studio, SAS Information Map Studio, SAS Information Map Portal

 

Tools:

Office Suite,Teradata, Hadoop, Matlab, Mathematica, JIRA, OpenGL 4.2,Eclipse IDE,VS2010, Netbeans IDE, CMAKE Build system, Git, SVN, Bzr, Mercurial, All

*NIX shell tools, jQuery, JSON, Express.js, Socket.io, i18n, Office Suite, Photoshop, Gimp, AutoCad, Google SketchUp, Autodesk Maya

 

AREAS OF EXPERTISE

  • Cybersecurity, Threat Modeling, Penetration Testing, Artificial Intelligence Cloud Auditing
  • Advanced knowledge of Big Data Architecture, Advanced Analytics and Machine Learning using R, Python, Scikit-Learn, Pandas, Weka and Open Sources Tools/Modules/Projects
  • Predictive Analytics & Applied Modeling for Maintenance Purposes in HealthCare, Energy and Chemical Manufacturing Industries
  • Cloudera & Tableau Server Administration, CHD, Hadoop, Spark, Hive, PIG
  • System Engineering, IT Automation: Ansible, Puppet, OS Administration:  Linux, Red Hat, SUSE, Ubuntu, Unix and Mac
  • Cloud Computing Services: Architecture, Networking, Performance, Data Accuracy, Platforms AWS, Azure, Google, IBM-Cloud, Sales
  • Database Administration and Development: SAS, Cassandra, Oracle, HDFS, SQL, Maria, MongoDb
  • Advanced Programming Knowledge in SAS Enterprise Miner, Base SAS, SAS/SAT, SAS IML
  • Dependency management tools Maven, NuGet, Gradle, Ant, Bower, etc
  • BigDataArchitecture,Financial,Banking,Security,CustomerandIndustry
  • CT PM: Service Management, Data Governance, Risk und  Compliance-Management.
  • Mathematical statistics, Econometric Modelling, Numerical Simulation and Algorithms Design, Testing and Calibration
  • Strategic Consulting Services across diverse industrial
  • Coaching Services for non-big data scientists and decision makers
  • Penetration Testing Tools; Kai Linux, sqlmap, social engineer, Multivector testing: core systems, Cain & Abel
  • Security Configuration Management, ISO27001, PCI DSS, HSM, NIST SP 800-53, COBIT-5

 

Career Highlights

  • Head of an international Team (USA/Germany) by Siemens AG for Designing and establishing of the biggest SAS Business Intelligence Platform for Siemens worldwide.
  • Oversee international data Governance Projects on behalf of HAYS International LTD
  • Senior Risk Consultant by Baker Hugues International.
  • Project Lead by PriceWaterHouseCoopers, Germany
  • Analytics Consultant for quantitative finance projects for investment banks clients in the DACH countries
  • My Consulting Projects by Baker Hughes (Risk Manager), Shell (ICT Consultant), Siemens (System Physics and Team-Leader), DKFZ (Researcher), IAEA (IT-Manager), IVIC, CITGO, PDVSA (employer)
  • IAEA-DAAD, German Academic Exchange Service award Prize for Students of Excellence in Nuclear Physics, 2003
  • PhD in applied physics and Computer Science from one of the best european elite universities: Heidelberg Ruprecht Karl Universitaet
  • My three Degree Honours (Magna Cum laude)

Summary

Senior Data Scientist/ICT Architect/Big Data & Cloud Engineer

I am results orientated, highly motivated and hard dedicated ICT Expert/interim Project Lead focused on Cyber-Security, Cloud Services, Advanced Analytics, Big Data Architecture and Financial Engineering with experience of conducting, analyzing and interpreting customer needs across enterprise Business Consulting on diverse customer segmentations and product categories. I have over 13 years international experience within a broad range projects across diverse industries like Aviation, Automotive, Telecommunications, Pharmaceuticals, Retail, Financial Engineering, Banking and Corporate Services (Saving Banks, DACH Countries & Siemens, USA), Marketing (London Agencies), oil and gas companies (Baker Hughes International, Shell), Big Consulting/Auditors Firm (Strategy& and PriceWaterHouseCoopers, Germany). I held a PhD in Applied Physics &, post-doctoral studies in Financial Engineering and additional degrees in Computer Sciences (Alma Mater: Ruprecht Karl University of Heidelberg, one of the European elite universities)

Betriebssysteme

Apache
Arduino
IIS
Lighttpd
Linux
Linux Red Hat
Mac OS
MongoDB
MSSQL
MySQL
Nginx
Node.js
Process
SAS Graph
SAS Macros
SAS SAS Base
SAS SQL
SAS STAT
SAS Stored
SSIS
Unix
Windows
Windows Server

Programmiersprachen

@Risk
ASP.NET
BASH
BashShell
C
C#
C++
Cobol
CSS3
Flume
GLSL
HLSL
HTML5
Jade
JAVA
JavaScript
JCL CICS
LATEX
LESS
LUA
Object Pascal
Oracle Crystal Ball
PERL
PHP
Pig
PYTHON
R
SAS Base
SAS Enterprise Miner
Scala
Shell-Script
SPSS
SQL
Statistica
T-SQL
VSAM

Datenbanken

Ansible
Cassandra
Databricks
Impala
MariaDB
MongoDB

Datenkommunikation

AWS OpsWorks
MESOS
Spark

Berechnung / Simulation / Versuch / Validierung

Digital twins

Design / Entwicklung / Konstruktion

Machine Learning as a Service

Branchen

Branchen

  • Automotive
  • Banken
  • Finanzdientleister
  • IT und Internet
  • Versicherungen
  • Telekomunikationen
  • Pharmaceutical Industries
  • Unternehmensberatung, Wirtschaftsprüfung
  • Energie und Wasserversorgung

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