Experienced AI Strategist - Solution Architect - Governance Expert
Aktualisiert am 17.07.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 17.07.2024
Verfügbar zu: 100%
davon vor Ort: 100%
AI Strategy
AI Governance
AI Ethics
AI Consulting
Python
AI Training
English
Verhandlungssicher
German
Fortgeschritten

Einsatzorte

Einsatzorte

Munich (+50km)
möglich

Projekte

Projekte

3 months
2023-12 - 2024-02

AI for Business education

AI Strategist Trainer Künstliche Intelligenz Strategie ...
AI Strategist

Helped a large German supermarket chain uncover AI use cases within their business by conducting a 6 week AI for Business program.

I was responsible for designing, conducting and facilitating the program end to end and received 5/5 ratings from the customer for the effectiveness.

Trainer Künstliche Intelligenz Strategie Beratung
Norderia A/S
Munich
5 months
2023-10 - 2024-02

Robotic Process Automation with Gen AI

AI Architect Infrastructure as a Service Künstliche Intelligenz Robotic-Process-Automation ...
AI Architect
  • Developed proof of concept applications with Azure Open AI and Microsoft Power Platform to demonstrate business process automation for SAP.
Azure MS Power Apps SAP
Infrastructure as a Service Künstliche Intelligenz Robotic-Process-Automation Azure
Norderia
Munich
5 months
2023-10 - 2024-02

NORA ? Automation Platform built with Microsoft technology.

Neural OS for Robotic Automation (NORA) is a solution conceptualized by me to serve two purposes.
  • RAG based knowledge retrieval. A solution based on Microsoft?s GPT-RAG accelerator, hosted on Azure and utilizing technologies such as Azure OpenAI, Form Recognizer & AI Search.
  • Business Process Automation. Proof of concept implementation of automation of SAP business processes using Azure Open AI and Microsoft Power Platform
3 months
2023-11 - 2024-01

AI for Business program

  • Developed and delivered ?AI for Business? program to a large global retailer to help uncover use case opportunities and create common understanding of AI in the organization.
  • The program incorporates the principles of design thinking and is designed to inculcate the culture of experimentation within the organization.
3 months
2023-10 - 2023-12

Go to market strategy for AI offerings

  • Created go to market (GTM) strategy for Norwegian SAP consulting company, including proof of concept demonstration of SAP + Gen AI integration for business process automation
3 years
2021-01 - 2023-12

Model deployment automation

DataRobot MLOPS agent docker Linux ...
  • I assisted several enterprises in automating their model deployment flows using DataRobot MLOPS.
DataRobot MLOPS agent docker Linux Azure Kubernetes (AKS) Terraform DataRobot MLOPS agent python
Insurance, Aluminiummanufacturer, Cementmanufacturer
UK, UAE, Switzerland
3 years
2021-01 - 2023-12

Machine Learning Platform Architecture and Deployment

On-prem AWS Azure ...
  • Architecture development and deployment of DataRobot AI/ML Platform in the customers environment using Infra as code and ansible scripts developed by the application team.
  • DataRobot?s AutoML solution combined with advanced MLOPS is an industry leading solution for end to end machine learning workflows


Customer

  • National Bank 
  • Large Auto maker 
  • Large retailer 
  • Large Pharma 
  • Supply chain logistics provider 
  • Insurance provider 
  • Education provider 
  • Large furniture retailer 
  • Large packaging provider
On-prem AWS Azure GCP Azure CLI GCP CLI AWS Cloudformation Linux Docker
diverse Customer
Sweden, Egypt, Germany, Denmark, Spain
2 months
2023-08 - 2023-09

AI Ethics Assessor

Founder
Founder

Created which offers content, tools, and software playground for aiding the understanding of AI Ethics and AI Governance in the enterprise.

  • Created a service called ?? for customers to test out AI Governance software.
  • Created for assessing AI Governance maturity.

Munich
4 months
2023-06 - 2023-09

Fine Tuning LLMs and creating prototypes

Fine Tuning LLMs and creating prototypes using Retrieval-Augmented Generation (RAG)

  • Fine-tuned Pythia foundation models with text corpus containing conversations from a support center. This was done using H2O LLM Studio
  • Repo for chatbot that allows NLP based analytics with structured data.
  • Repo for chatbot that allows RAG based retrieval from existing knowledgebase.

1 year
2022-06 - 2023-05

MLOPS with DataRobot

AI Architect cloudformation docker kubernetes ...
AI Architect

Working in both pre-sales and post-sales roles helping customers deploy DataRobot as a platform and move machine learning projects to production.

  • DataRobot ML Platform deployment on various cloud infra like AWS, Azure and GCP.
  • I assisted several enterprises in automating their model deployment flows using DataRobot MLOPS.
  • Helped several customers integrate their data sources with DataRobot AI/ML Platform.

DataRobot AWS Azure GCP
cloudformation docker kubernetes mlops data integration
Munich
2 years 1 month
2021-01 - 2023-01

Data integration and automation

AWS Azure SaaS
  • Aided integration with DataBricks for running machine learning batch predictions with input data in delta tables.
  • Created automation for uploading of training data to DataRobot AI Catalog. Github repo (URL on request)
  • Assisted in connecting to Azure Data Lake
  • Architecture consulting in connecting Azure Data Lake (ADLS) and Synapse
  • Security and connectivity to on prem SQL and Informatica
AWS Azure SaaS
Pharma, Telco, Bank, Oil and gas manufacturer, Retail
DK, NL, Spain, South Africa, UAE
9 months
2020-10 - 2021-06

Redesign and migration of streaming data pipelines

Platform Lead Engineer Architecture
Platform Lead Engineer

  • Lead architect and technical co-ordinator for migration of streaming data pipelines from OVH Cloud to on-premise data center. 
  • This was a critical data processing pipeline for a major customer who is leader in travel and hospitality industry. 
  • The data pipeline was responsible for delivering critical data to airlines for their operations. 
  • I was responsible for rearchitecting the entire data pipeline and simplfying it resulting in higher stability and almost zero incidents post migration. 
  • The new architecture was based on IBM MQ, Kafka, Kafka connect, Spark and Cassandra database

cloudera kafka ibm mq cassandra
Architecture
Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

4 years 2 months
1999-08 - 2003-09

Electronics and Telecommunications

Bachelor of Engineering, Mumbai University, Mumbai
Bachelor of Engineering
Mumbai University, Mumbai
  • computer networking
  • telecom network design
  • sattelite communication

Position

Position

  • AI/ML Strategist & Solution Architect
  • In the last two projects I have helped large organisations create their AI strategy
  • Although my knowledge is not limited to specific domains, last two opportunties have been from technology organisations within large retailers.
  • One of the few in Germany who is IEEE CertifAIed AI Ethics Assessor which provides a base for helping enterprises manage risk related to the EU AI Act legislation.

Kompetenzen

Kompetenzen

Top-Skills

AI Strategy AI Governance AI Ethics AI Consulting Python AI Training

Schwerpunkte

Customer communication
Experte
Pre-sales
Experte
Architecture
Experte

Produkte / Standards / Erfahrungen / Methoden

DataRobot
Experte
Cloudera
Experte
AWS
Experte
Azure
Fortgeschritten
GCP
Fortgeschritten

ABOUT 

I?m an experienced Data & AI strategist/solution architect with expertise in several domains, including machine learning, cloud, big data, and analytics. I possess unique skills for bridging business requirements with technological solutions. Among a handful of IEEE Certified AI Ethics Assessors in Germany.


SKILLS

  • AI Strategy
  • AI Ethics & Governance
  • Analytics (Qlik, Pentaho, PowerBI)
  • AI Solution Architecture
  • Public Cloud (AWS/Azure/GCP)
  • Data Architecture


Work Experience

06/2023 - today

Place of Work: Munich, Germany

Role: Freelance Data & AI Strategist ? Architect - Governance

Customer: DataSiens


Tasks:

  • Data & AI Strategy and use case discovery design thinking workshops.
  • Data & AI Solution architecture
  • Data & AI Governance and Ethics


2021 - 2023

Place of Work: Munich, Germany

Role: AI Architect

Customer: DataRobot


Tasks:

  • Working in both pre-sales and post-sales roles helping customers deploy DataRobot as a platform and move machine learning projects to production


2019 - 2021

Place of Work: Munich, Germany

Role: Platform Lead Engineer

Customer: NEOS IT Services GmbH


Tasks:

  • Technical lead for delivery of platform services for large data processing platforms, both in traditional data centers and in the public cloud.


2017 - 2018

Place of Work: Helsinki, Finland

Role: Big Data Architect

Customer: Sievo OY


Tasks:

  • Design and implementation Analytics and Procurement big data projects.
  • Gained experience on Qlik products. Architecting solutions using Graph databases for the supply chain industry.


2010 - 2017

Place of Work: Espoo, Finland

Role: Integration Specialist

Customer: Hitachi Data Systems OY


Tasks:

  • Design and implementation of large-scale data storage systems. 
  • Involves both pre-sales and post sales work. 
  • Experience in IT consulting and making presentations during bid opportunities

Einsatzorte

Einsatzorte

Munich (+50km)
möglich

Projekte

Projekte

3 months
2023-12 - 2024-02

AI for Business education

AI Strategist Trainer Künstliche Intelligenz Strategie ...
AI Strategist

Helped a large German supermarket chain uncover AI use cases within their business by conducting a 6 week AI for Business program.

I was responsible for designing, conducting and facilitating the program end to end and received 5/5 ratings from the customer for the effectiveness.

Trainer Künstliche Intelligenz Strategie Beratung
Norderia A/S
Munich
5 months
2023-10 - 2024-02

Robotic Process Automation with Gen AI

AI Architect Infrastructure as a Service Künstliche Intelligenz Robotic-Process-Automation ...
AI Architect
  • Developed proof of concept applications with Azure Open AI and Microsoft Power Platform to demonstrate business process automation for SAP.
Azure MS Power Apps SAP
Infrastructure as a Service Künstliche Intelligenz Robotic-Process-Automation Azure
Norderia
Munich
5 months
2023-10 - 2024-02

NORA ? Automation Platform built with Microsoft technology.

Neural OS for Robotic Automation (NORA) is a solution conceptualized by me to serve two purposes.
  • RAG based knowledge retrieval. A solution based on Microsoft?s GPT-RAG accelerator, hosted on Azure and utilizing technologies such as Azure OpenAI, Form Recognizer & AI Search.
  • Business Process Automation. Proof of concept implementation of automation of SAP business processes using Azure Open AI and Microsoft Power Platform
3 months
2023-11 - 2024-01

AI for Business program

  • Developed and delivered ?AI for Business? program to a large global retailer to help uncover use case opportunities and create common understanding of AI in the organization.
  • The program incorporates the principles of design thinking and is designed to inculcate the culture of experimentation within the organization.
3 months
2023-10 - 2023-12

Go to market strategy for AI offerings

  • Created go to market (GTM) strategy for Norwegian SAP consulting company, including proof of concept demonstration of SAP + Gen AI integration for business process automation
3 years
2021-01 - 2023-12

Model deployment automation

DataRobot MLOPS agent docker Linux ...
  • I assisted several enterprises in automating their model deployment flows using DataRobot MLOPS.
DataRobot MLOPS agent docker Linux Azure Kubernetes (AKS) Terraform DataRobot MLOPS agent python
Insurance, Aluminiummanufacturer, Cementmanufacturer
UK, UAE, Switzerland
3 years
2021-01 - 2023-12

Machine Learning Platform Architecture and Deployment

On-prem AWS Azure ...
  • Architecture development and deployment of DataRobot AI/ML Platform in the customers environment using Infra as code and ansible scripts developed by the application team.
  • DataRobot?s AutoML solution combined with advanced MLOPS is an industry leading solution for end to end machine learning workflows


Customer

  • National Bank 
  • Large Auto maker 
  • Large retailer 
  • Large Pharma 
  • Supply chain logistics provider 
  • Insurance provider 
  • Education provider 
  • Large furniture retailer 
  • Large packaging provider
On-prem AWS Azure GCP Azure CLI GCP CLI AWS Cloudformation Linux Docker
diverse Customer
Sweden, Egypt, Germany, Denmark, Spain
2 months
2023-08 - 2023-09

AI Ethics Assessor

Founder
Founder

Created which offers content, tools, and software playground for aiding the understanding of AI Ethics and AI Governance in the enterprise.

  • Created a service called ?? for customers to test out AI Governance software.
  • Created for assessing AI Governance maturity.

Munich
4 months
2023-06 - 2023-09

Fine Tuning LLMs and creating prototypes

Fine Tuning LLMs and creating prototypes using Retrieval-Augmented Generation (RAG)

  • Fine-tuned Pythia foundation models with text corpus containing conversations from a support center. This was done using H2O LLM Studio
  • Repo for chatbot that allows NLP based analytics with structured data.
  • Repo for chatbot that allows RAG based retrieval from existing knowledgebase.

1 year
2022-06 - 2023-05

MLOPS with DataRobot

AI Architect cloudformation docker kubernetes ...
AI Architect

Working in both pre-sales and post-sales roles helping customers deploy DataRobot as a platform and move machine learning projects to production.

  • DataRobot ML Platform deployment on various cloud infra like AWS, Azure and GCP.
  • I assisted several enterprises in automating their model deployment flows using DataRobot MLOPS.
  • Helped several customers integrate their data sources with DataRobot AI/ML Platform.

DataRobot AWS Azure GCP
cloudformation docker kubernetes mlops data integration
Munich
2 years 1 month
2021-01 - 2023-01

Data integration and automation

AWS Azure SaaS
  • Aided integration with DataBricks for running machine learning batch predictions with input data in delta tables.
  • Created automation for uploading of training data to DataRobot AI Catalog. Github repo (URL on request)
  • Assisted in connecting to Azure Data Lake
  • Architecture consulting in connecting Azure Data Lake (ADLS) and Synapse
  • Security and connectivity to on prem SQL and Informatica
AWS Azure SaaS
Pharma, Telco, Bank, Oil and gas manufacturer, Retail
DK, NL, Spain, South Africa, UAE
9 months
2020-10 - 2021-06

Redesign and migration of streaming data pipelines

Platform Lead Engineer Architecture
Platform Lead Engineer

  • Lead architect and technical co-ordinator for migration of streaming data pipelines from OVH Cloud to on-premise data center. 
  • This was a critical data processing pipeline for a major customer who is leader in travel and hospitality industry. 
  • The data pipeline was responsible for delivering critical data to airlines for their operations. 
  • I was responsible for rearchitecting the entire data pipeline and simplfying it resulting in higher stability and almost zero incidents post migration. 
  • The new architecture was based on IBM MQ, Kafka, Kafka connect, Spark and Cassandra database

cloudera kafka ibm mq cassandra
Architecture
Munich

Aus- und Weiterbildung

Aus- und Weiterbildung

4 years 2 months
1999-08 - 2003-09

Electronics and Telecommunications

Bachelor of Engineering, Mumbai University, Mumbai
Bachelor of Engineering
Mumbai University, Mumbai
  • computer networking
  • telecom network design
  • sattelite communication

Position

Position

  • AI/ML Strategist & Solution Architect
  • In the last two projects I have helped large organisations create their AI strategy
  • Although my knowledge is not limited to specific domains, last two opportunties have been from technology organisations within large retailers.
  • One of the few in Germany who is IEEE CertifAIed AI Ethics Assessor which provides a base for helping enterprises manage risk related to the EU AI Act legislation.

Kompetenzen

Kompetenzen

Top-Skills

AI Strategy AI Governance AI Ethics AI Consulting Python AI Training

Schwerpunkte

Customer communication
Experte
Pre-sales
Experte
Architecture
Experte

Produkte / Standards / Erfahrungen / Methoden

DataRobot
Experte
Cloudera
Experte
AWS
Experte
Azure
Fortgeschritten
GCP
Fortgeschritten

ABOUT 

I?m an experienced Data & AI strategist/solution architect with expertise in several domains, including machine learning, cloud, big data, and analytics. I possess unique skills for bridging business requirements with technological solutions. Among a handful of IEEE Certified AI Ethics Assessors in Germany.


SKILLS

  • AI Strategy
  • AI Ethics & Governance
  • Analytics (Qlik, Pentaho, PowerBI)
  • AI Solution Architecture
  • Public Cloud (AWS/Azure/GCP)
  • Data Architecture


Work Experience

06/2023 - today

Place of Work: Munich, Germany

Role: Freelance Data & AI Strategist ? Architect - Governance

Customer: DataSiens


Tasks:

  • Data & AI Strategy and use case discovery design thinking workshops.
  • Data & AI Solution architecture
  • Data & AI Governance and Ethics


2021 - 2023

Place of Work: Munich, Germany

Role: AI Architect

Customer: DataRobot


Tasks:

  • Working in both pre-sales and post-sales roles helping customers deploy DataRobot as a platform and move machine learning projects to production


2019 - 2021

Place of Work: Munich, Germany

Role: Platform Lead Engineer

Customer: NEOS IT Services GmbH


Tasks:

  • Technical lead for delivery of platform services for large data processing platforms, both in traditional data centers and in the public cloud.


2017 - 2018

Place of Work: Helsinki, Finland

Role: Big Data Architect

Customer: Sievo OY


Tasks:

  • Design and implementation Analytics and Procurement big data projects.
  • Gained experience on Qlik products. Architecting solutions using Graph databases for the supply chain industry.


2010 - 2017

Place of Work: Espoo, Finland

Role: Integration Specialist

Customer: Hitachi Data Systems OY


Tasks:

  • Design and implementation of large-scale data storage systems. 
  • Involves both pre-sales and post sales work. 
  • Experience in IT consulting and making presentations during bid opportunities

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