Smart EV Route Planning App — BCW Hackathon (2024)
Built a cloud application to find optimal routes for electric vehicles using Python and Google APIs. Focused on real‑world constraints and performance.
Let the data speak to you
A passionate Python developer—turning raw data into clear, valuable insights and production-ready pipelines.
Moin, I'm Lukas
I’m a Python developer who loves turning raw data into clear, valuable insights—data engineering, applied ML and reproducible pipelines.
Focus: PySpark, AWS, MLflow, TensorFlow, clean code.
Projects & Highlights
Vehicle Health — Robert Bosch GmbH (2023–2024)
Developed Python templates and frameworks for vehicle data diagnostics: CI/CD, PyLint, MLflow integration and reproducible developer tooling.
Research & Analysis (University)
Applied ML and Bayesian statistics for research projects and my Master’s thesis; developed simulation methods and data analysis pipelines.
Experience
Software & Function Developer — Robert Bosch GmbH (2023–today)
- Data engineering for processing vehicle data in the cloud using PySpark and SQL on AWS.
- Applied data science for (predictive) diagnostics using Python and MLflow.
- Agile software development using JIRA.
Working Student — Q.ANT (2021–2022)
- Set up experiments for non‑linear optics and implemented Python algorithms to analyze experimental data.
- Simulated non‑linear optics using COMSOL.
Assistant Teacher — University of Stuttgart (2019)
- Supervised lab experiments and assisted students with practical exercises.
Education
MSc Physics — University of Stuttgart (2020–2022)
Master thesis: Construction of inter‑atomic potentials using active learning strategies. Implemented ML algorithms in Python. GPA: 1.5
BSc Physics — University of Stuttgart (2016–2020)
Bachelor thesis: Simulation of high frequency modes in Corbino samples.
Skills & Interests
Technical
- Languages: Python (Pandas, PySpark), SQL, R
- ML / Data: TensorFlow, MLflow, Bayesian analysis
- Tools: Git, Docker, CI/CD, AWS
- Other: JSON, Linux, Microsoft Office
Languages & Interests
- Languages: German (native), English (fluent)
- Interests: Machine Learning, LLMs, Bayesian statistics
- Software architecture, reproducibility, data storytelling
- Ballroom & Hip‑Hop dancing