Experience

ALD Automotive Germany

• Germany
• Financial Services
• 1 - 100 Employee

• Data Scientist

  • Jul 2022 - Present

  Hamburg, Germany Building full-stack pricing systems for our remarketing: - data aggregation / selection / feature engineering (SQL, scitkit-learn, pandas) - model experimentation / performance tracking (catboost, XGBoost, mlflow) - building/serving containerised API solution (FastAPI, Docker, Kubernetes, Azure) - automation and quick iterations through dedicated python package development (Git) Building unique dashboard solutions for performance tracking (streamlit) Generating… Show more Building full-stack pricing systems for our remarketing: - data aggregation / selection / feature engineering (SQL, scitkit-learn, pandas) - model experimentation / performance tracking (catboost, XGBoost, mlflow) - building/serving containerised API solution (FastAPI, Docker, Kubernetes, Azure) - automation and quick iterations through dedicated python package development (Git) Building unique dashboard solutions for performance tracking (streamlit) Generating insights / reports for business stakeholders (SQL/ JupyterNBs (pandas, numpy etc.)) Show less



Fraunhofer IIS

• Germany
• Research Services
• 700 & Above Employee

• Data Scientist

  • Oct 2021 - Jun 2022

  Nuremberg, Bavaria, Germany End-to-end ML (NLP) Workflows from data acquisition (scraping, external providers, customer data, public datasets), transformation, to model building/ training / finetuning / evaluating / visualizing tech: python, dataiku, pandas, numpy, pytorch, huggingface, transformers, sklearn

• Remote Data Science HiWi

  • Jul 2021 - Oct 2021

  Nuremberg, Bavaria, Germany End-to-end ML (NLP) Workflows from data extraction (scraping), transformation, to model building/ training / finetuning / evaluating (python/pandas/numpy/pytorch/transformers/sklearn)



Technische Universität Clausthal

• Germany
• Research Services
• 400 - 500 Employee

• Student Researcher

  • Mar 2019 - Aug 2019

  Clausthal, Lower Saxony, Germany reinforcement learning for autonomous systems, designing a digital twin concept for a model car to allow for real-time usage within simulations



KAMAX

• Germany
• Motor Vehicle Manufacturing
• 400 - 500 Employee

• Work Student

  • May 2015 - Oct 2016

  Germany, Osterode coordinating production flow for tempering processes, supply management for production materials, correspondence with external service providers