AI engineer with 8 years of experience in developing machine learning applications from prototype to production in various roles and industries.
Aktualisiert am 07.10.2025
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 07.10.2025
Verfügbar zu: 100%
davon vor Ort: 100%
Python
Data science
machine learning
ml
AI
KI
pytorch
aws
azure
tensorflow
gcp
cloud
sagemaker
artificial intelligence
CI/CD
PySpark
Spark
Hadoop
Hive
German
English
French

Einsatzorte

Einsatzorte

Munich (+20km)
möglich

Projekte

Projekte

2 years 1 month
2023-10 - 2025-10

Ippen Digital

AI Engineer
AI Engineer
2 years 9 months
2021-01 - 2023-09

AI Engineer

AI engineer Python PyTorch Azure ...
AI engineer
Python PyTorch Azure MongoDB CosmosDB Linux Bash
Lab10
7 months
2020-06 - 2020-12

Built infrastructure components

Data engineer Terraform CI/CD GCP ...
Data engineer
  • Designed, built and deployed cloud-based solution architectures for master data management and (bio-) process control.
  • Developed a (master) data warehouse and ETL processes in Google Cloud. 
  • Built infrastructure components and ETL?s to integrate data from various sources.
  • Developed a digital twin for process control and quality prediction of bioprocesses.
Terraform CI/CD GCP Airflow BigQuery Python Git
Roche (freelance)
1 year 2 months
2019-04 - 2020-05

Remissio

ML engineer & Co-Founder AWS EC2 S3 ...
ML engineer & Co-Founder

  • Used deep learning to design proteins and develop immunotherapies. 
  • Built the data platform and large-scale omics data pipelines to train large deep learning models. 
  • Implemented state-of-the art deep learning algorithms for protein function/folding prediction. 
  • Raised pre-seed to build an interdisciplinary team of machine learning experts and biochemists.

AWS EC2 S3 PyTorch Tensorflow Python Sagemaker Docker Git Containers
1 year 7 months
2017-10 - 2019-04

Created system architecture and data models

Data Scientist Python Spark Hadoop ...
Data Scientist
  • Built a ML-system that compared customer contract and billing data and allowed errors in both systems to be corrected.
  • Created system architecture and data models on large-scale data processing frameworks. 
  • Prototyped and productionized self-learning system for data quality improvement. 
  • Developed source-to-dashboard application for end-users. 
Python Spark Hadoop Hive Tableau SQL CI/CD Git
Telefónica
1 year 4 months
2017-09 - 2018-12

Investigated purchasing behaviour

Lead Data Scientist Scikit-learn Numpy Pandas ...
Lead Data Scientist
  • Developed Proof of Concept for a digital marketing startup. 
  • Investigated purchasing behaviour and made predictive models for dynamic pricing available in an interactive dashboard. 
  • Hired the first data engineers and data scientists.
Scikit-learn Numpy Pandas Jupyter Matplotlib Python
Future Demand
4 months
2017-04 - 2017-07

Implemented data quality program

Data Scientist Python Scikit-learn SQL ...
Data Scientist
  • Used machine learning and segmentation methods to identify and target high-value customer groups. 
  • Defined new campaigns and next best offers (CRM). 
  • Implemented data quality program to detect, remediate, alert and report data quality
Python Scikit-learn SQL SAS
Erste Bank
6 months
2016-10 - 2017-03

Implemented data quality program to detect, remediate, alert and report data quality.

Data Quality Consultant
Data Quality Consultant
Erste Bank
2 years 5 months
2014-11 - 2017-03

Delivered data science solutions

Data science Consultant Python SAS R ...
Data science Consultant
  • Delivered data science solutions for a wide range of clients to capture value from their data. Projects listed below
Python SAS R SQL Matlab Postgres
Capgemini Consulting
4 months
2016-04 - 2016-07

Led proof-of-concepts

Data Scientist
Data Scientist

  • Defined business analytics vision and strategy to fully utilize the benefits of data science. 
  • Led proof-of-concepts to help business units identify and articulate the opportunity of big data.

Baloise
6 months
2015-10 - 2016-03

Quant

  • Developed IFRS 9 compliant expected credit loss model for retail portfolios from a methodological point of view
Deutsche Bank
8 months
2015-02 - 2015-09

Developed anomaly detection models

Data Scientist
Data Scientist
  • Developed anomaly detection models and built a rules engine to detect claims fraud.
Achmea
2 months
2014-12 - 2015-01

Investigated complex dynamics of global waste

Data Analyst
Data Analyst
  • Investigated complex dynamics of global waste market to inform strategic decision-making.
Shanks
2 months
2014-11 - 2014-12

Examined customer segmentation and risks involved

Data Analyst
Data Analyst
  • Examined customer segmentation and risks involved in the credit application process
Rabobank
3 months
2014-01 - 2014-03

Analyzed high-frequency stock price disturbances

Research Scientist
Research Scientist
Transtrend
1 year 2 months
2011-09 - 2012-10

Analyzed price volatility in commodity markets

Data Analyst
Data Analyst
Argos North Sea Group

Aus- und Weiterbildung

Aus- und Weiterbildung

2013-2015

MSc Econometrics - Erasmus

University Rotterdam

Econometrics uses mathematics and statistical inference to quantify economic phenomena


2009-2012

BSc Econometrics and Operations Research - Erasmus

University Rotterdam

Kompetenzen

Kompetenzen

Top-Skills

Python Data science machine learning ml AI KI pytorch aws azure tensorflow gcp cloud sagemaker artificial intelligence CI/CD PySpark Spark Hadoop Hive
Volunteering Experience on request

Einsatzorte

Einsatzorte

Munich (+20km)
möglich

Projekte

Projekte

2 years 1 month
2023-10 - 2025-10

Ippen Digital

AI Engineer
AI Engineer
2 years 9 months
2021-01 - 2023-09

AI Engineer

AI engineer Python PyTorch Azure ...
AI engineer
Python PyTorch Azure MongoDB CosmosDB Linux Bash
Lab10
7 months
2020-06 - 2020-12

Built infrastructure components

Data engineer Terraform CI/CD GCP ...
Data engineer
  • Designed, built and deployed cloud-based solution architectures for master data management and (bio-) process control.
  • Developed a (master) data warehouse and ETL processes in Google Cloud. 
  • Built infrastructure components and ETL?s to integrate data from various sources.
  • Developed a digital twin for process control and quality prediction of bioprocesses.
Terraform CI/CD GCP Airflow BigQuery Python Git
Roche (freelance)
1 year 2 months
2019-04 - 2020-05

Remissio

ML engineer & Co-Founder AWS EC2 S3 ...
ML engineer & Co-Founder

  • Used deep learning to design proteins and develop immunotherapies. 
  • Built the data platform and large-scale omics data pipelines to train large deep learning models. 
  • Implemented state-of-the art deep learning algorithms for protein function/folding prediction. 
  • Raised pre-seed to build an interdisciplinary team of machine learning experts and biochemists.

AWS EC2 S3 PyTorch Tensorflow Python Sagemaker Docker Git Containers
1 year 7 months
2017-10 - 2019-04

Created system architecture and data models

Data Scientist Python Spark Hadoop ...
Data Scientist
  • Built a ML-system that compared customer contract and billing data and allowed errors in both systems to be corrected.
  • Created system architecture and data models on large-scale data processing frameworks. 
  • Prototyped and productionized self-learning system for data quality improvement. 
  • Developed source-to-dashboard application for end-users. 
Python Spark Hadoop Hive Tableau SQL CI/CD Git
Telefónica
1 year 4 months
2017-09 - 2018-12

Investigated purchasing behaviour

Lead Data Scientist Scikit-learn Numpy Pandas ...
Lead Data Scientist
  • Developed Proof of Concept for a digital marketing startup. 
  • Investigated purchasing behaviour and made predictive models for dynamic pricing available in an interactive dashboard. 
  • Hired the first data engineers and data scientists.
Scikit-learn Numpy Pandas Jupyter Matplotlib Python
Future Demand
4 months
2017-04 - 2017-07

Implemented data quality program

Data Scientist Python Scikit-learn SQL ...
Data Scientist
  • Used machine learning and segmentation methods to identify and target high-value customer groups. 
  • Defined new campaigns and next best offers (CRM). 
  • Implemented data quality program to detect, remediate, alert and report data quality
Python Scikit-learn SQL SAS
Erste Bank
6 months
2016-10 - 2017-03

Implemented data quality program to detect, remediate, alert and report data quality.

Data Quality Consultant
Data Quality Consultant
Erste Bank
2 years 5 months
2014-11 - 2017-03

Delivered data science solutions

Data science Consultant Python SAS R ...
Data science Consultant
  • Delivered data science solutions for a wide range of clients to capture value from their data. Projects listed below
Python SAS R SQL Matlab Postgres
Capgemini Consulting
4 months
2016-04 - 2016-07

Led proof-of-concepts

Data Scientist
Data Scientist

  • Defined business analytics vision and strategy to fully utilize the benefits of data science. 
  • Led proof-of-concepts to help business units identify and articulate the opportunity of big data.

Baloise
6 months
2015-10 - 2016-03

Quant

  • Developed IFRS 9 compliant expected credit loss model for retail portfolios from a methodological point of view
Deutsche Bank
8 months
2015-02 - 2015-09

Developed anomaly detection models

Data Scientist
Data Scientist
  • Developed anomaly detection models and built a rules engine to detect claims fraud.
Achmea
2 months
2014-12 - 2015-01

Investigated complex dynamics of global waste

Data Analyst
Data Analyst
  • Investigated complex dynamics of global waste market to inform strategic decision-making.
Shanks
2 months
2014-11 - 2014-12

Examined customer segmentation and risks involved

Data Analyst
Data Analyst
  • Examined customer segmentation and risks involved in the credit application process
Rabobank
3 months
2014-01 - 2014-03

Analyzed high-frequency stock price disturbances

Research Scientist
Research Scientist
Transtrend
1 year 2 months
2011-09 - 2012-10

Analyzed price volatility in commodity markets

Data Analyst
Data Analyst
Argos North Sea Group

Aus- und Weiterbildung

Aus- und Weiterbildung

2013-2015

MSc Econometrics - Erasmus

University Rotterdam

Econometrics uses mathematics and statistical inference to quantify economic phenomena


2009-2012

BSc Econometrics and Operations Research - Erasmus

University Rotterdam

Kompetenzen

Kompetenzen

Top-Skills

Python Data science machine learning ml AI KI pytorch aws azure tensorflow gcp cloud sagemaker artificial intelligence CI/CD PySpark Spark Hadoop Hive
Volunteering Experience on request

Vertrauen Sie auf Randstad

Im Bereich Freelancing
Im Bereich Arbeitnehmerüberlassung / Personalvermittlung

Fragen?

Rufen Sie uns an +49 89 500316-300 oder schreiben Sie uns:

Das Freelancer-Portal

Direktester geht's nicht! Ganz einfach Freelancer finden und direkt Kontakt aufnehmen.