Artificial Intelligence, Machine Learning, Software Design and Development, MLOps, DevOps, Kubernetes, Cloud
Aktualisiert am 12.11.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 12.11.2025
Verfügbar zu: 100%
davon vor Ort: 100%
Kubernetes
Künstliche Intelligenz
Software-Entwicklung
agiles Projektmanagement
SAS
Python
Java
Bourne-again-shell
TensorFlow
Quantum Computing
Software
Cloud Engineer
Softwarearchitektur
Datenbanken
Kafka
Infrastructure as code
C++
Azure
DevOps
NLP
German
Fluent, Goethe Zertifikat C1
English
Fluent
Ukrainian
Muttersprache
Russian
Fluent

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

5 years 10 months
2019-03 - 2024-12

Development of custom software solutions

Senior Consultant
Senior Consultant

Development of custom software solutions for renowned clients in finance and industry.

  • Conducted AI Use-Case research and development for a major German railway company.
    • Implemented, trained and deployed productive models resulting in ?50M operational cost saving.
  • Developed and implemented an ML-based credit risk system for a large German development bank managing a loan portfolio exceeding ?100B.
  • Led the development of a SAS-based software system for financial reporting at a major insurance company.
  • Designed a Kubernetes-based solution for risk analysis at a large real-estate bank in Germany, securing ?25M in project funding.
  • Conducted internal and external training sessions on AI and MLOps.
d-fine GmbH, Frankfurt am Main, Germany
2 years 8 months
2016-07 - 2019-02

Technical Design, Installation and Commissioning

Project Leader
Project Leader
  • Led the technical design, installation and commissioning of a complex scientific facility with a budget of ?5M.
  • Authored research papers in high-profile journals.
University of Hamburg, Germany
3 years 7 months
2012-12 - 2016-06

Developed the concept of a complex scientific facility

Researcher
Researcher
  • Developed the concept of a complex scientific facility.
  • Performed feasibility studies using advanced analytical calculations and Monte-Carlo simulations.
German Electron Synchrotron (DESY), Hamburg, Germany

Aus- und Weiterbildung

Aus- und Weiterbildung

2009 ? 2012

Doctor of Natural Sciences (Physics), University of Hamburg, Germany

Doktorarbeit: on request


2004 - 2009

Master of Science (Physics), University of Kyiv, Ukraine

Master-Thesis: on request


SAS-Zertifizierung

  • SAS Certified Base Programmer for SAS 9

Position

Position

Senior Consultant

Kompetenzen

Kompetenzen

Top-Skills

Kubernetes Künstliche Intelligenz Software-Entwicklung agiles Projektmanagement SAS Python Java Bourne-again-shell TensorFlow Quantum Computing Software Cloud Engineer Softwarearchitektur Datenbanken Kafka Infrastructure as code C++ Azure DevOps NLP

Produkte / Standards / Erfahrungen / Methoden

Software development
Experte
Artificial Intelligence
Experte
Finance
Fortgeschritten

Programming Languages

  • C++
  • Java
  • python
  • SQL
  • Mathematica
  • MATLAB
  • Bash
  • Golang


AI/ML

  • Tensorflow
  • Pytorch
  • Keras
  • MLFlow
  • Kubeflow, Flyte - Training pipelines


Infrastructure

  • Cloud - Azure, AWS, Google Cloud
  • IaC - Terraform, Ansible
  • Containers - Docker, Helm
  • Kubernetes - Azure, Openshift, self-managed (K3s)
  • GitOps - ArgoCD, FluxCD


Tools

  • Git
  • Git Hosting - Github, Gitlab, Bitbucket
  • Confluence
  • Jira
  • Jenkins
  • SonarQube


Leadership

  • Team leading - Supervised teams of 5-10 colleagues
  • Coaching - AI and MLOps trainer, startup coach
  • SCRUM - Training and on-the-project experience

Betriebssysteme

Linux

Programmiersprachen

C/C++
Data analysis, hardware control, GUI
Python
Machine learning, data analysis
R
Statistical model development
Bash
Java
Spring Boot, Microservices
SAS
SAS Base, SAS DI Studio
SQL
Golang

Branchen

Branchen

  • Large financial institutions (banks, insurances)
  • Large transportation companies
  • Science, academia
  • Particle accelerator centers

Einsatzorte

Einsatzorte

Deutschland, Schweiz, Österreich
möglich

Projekte

Projekte

5 years 10 months
2019-03 - 2024-12

Development of custom software solutions

Senior Consultant
Senior Consultant

Development of custom software solutions for renowned clients in finance and industry.

  • Conducted AI Use-Case research and development for a major German railway company.
    • Implemented, trained and deployed productive models resulting in ?50M operational cost saving.
  • Developed and implemented an ML-based credit risk system for a large German development bank managing a loan portfolio exceeding ?100B.
  • Led the development of a SAS-based software system for financial reporting at a major insurance company.
  • Designed a Kubernetes-based solution for risk analysis at a large real-estate bank in Germany, securing ?25M in project funding.
  • Conducted internal and external training sessions on AI and MLOps.
d-fine GmbH, Frankfurt am Main, Germany
2 years 8 months
2016-07 - 2019-02

Technical Design, Installation and Commissioning

Project Leader
Project Leader
  • Led the technical design, installation and commissioning of a complex scientific facility with a budget of ?5M.
  • Authored research papers in high-profile journals.
University of Hamburg, Germany
3 years 7 months
2012-12 - 2016-06

Developed the concept of a complex scientific facility

Researcher
Researcher
  • Developed the concept of a complex scientific facility.
  • Performed feasibility studies using advanced analytical calculations and Monte-Carlo simulations.
German Electron Synchrotron (DESY), Hamburg, Germany

Aus- und Weiterbildung

Aus- und Weiterbildung

2009 ? 2012

Doctor of Natural Sciences (Physics), University of Hamburg, Germany

Doktorarbeit: on request


2004 - 2009

Master of Science (Physics), University of Kyiv, Ukraine

Master-Thesis: on request


SAS-Zertifizierung

  • SAS Certified Base Programmer for SAS 9

Position

Position

Senior Consultant

Kompetenzen

Kompetenzen

Top-Skills

Kubernetes Künstliche Intelligenz Software-Entwicklung agiles Projektmanagement SAS Python Java Bourne-again-shell TensorFlow Quantum Computing Software Cloud Engineer Softwarearchitektur Datenbanken Kafka Infrastructure as code C++ Azure DevOps NLP

Produkte / Standards / Erfahrungen / Methoden

Software development
Experte
Artificial Intelligence
Experte
Finance
Fortgeschritten

Programming Languages

  • C++
  • Java
  • python
  • SQL
  • Mathematica
  • MATLAB
  • Bash
  • Golang


AI/ML

  • Tensorflow
  • Pytorch
  • Keras
  • MLFlow
  • Kubeflow, Flyte - Training pipelines


Infrastructure

  • Cloud - Azure, AWS, Google Cloud
  • IaC - Terraform, Ansible
  • Containers - Docker, Helm
  • Kubernetes - Azure, Openshift, self-managed (K3s)
  • GitOps - ArgoCD, FluxCD


Tools

  • Git
  • Git Hosting - Github, Gitlab, Bitbucket
  • Confluence
  • Jira
  • Jenkins
  • SonarQube


Leadership

  • Team leading - Supervised teams of 5-10 colleagues
  • Coaching - AI and MLOps trainer, startup coach
  • SCRUM - Training and on-the-project experience

Betriebssysteme

Linux

Programmiersprachen

C/C++
Data analysis, hardware control, GUI
Python
Machine learning, data analysis
R
Statistical model development
Bash
Java
Spring Boot, Microservices
SAS
SAS Base, SAS DI Studio
SQL
Golang

Branchen

Branchen

  • Large financial institutions (banks, insurances)
  • Large transportation companies
  • Science, academia
  • Particle accelerator centers

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