Senior Software Developer

10/2022 – 5/2024

Architecture, Software Engineering and ML Engineering for production grade Machine Learning models to be deployed in-vehicle. Post-training quantization, development of model and data interfaces, MLOps/DevOps for large-scale trainings, evaluations and experiments on the Azure cloud. Integration within larger group to develop an Active Learning Pipeline. Quality assurance using automated tools and pipelines as well as code reviews.

Docker, Git, Microsoft Azure, Pandas DataFrame, PyTorch, Torch

1/2022 – 12/2022

Implemented a processing pipeline to extract structured text from PDF files. Additional integration of an 3rd-party API (Workday) via browser automation.

PostgreSQL, SQL, Docker, ETL, Python, SOAP (Simple Object Access Protocol), Testautomatisierung

5/2020 – 4/2022

Contracting for a small company to design and implement a software to operate a high-speed scanning/sorting machine. I built a reactive web-based user interface with vue.js, served by an asynchronous Python server. Low-level hardware control parts written in C. We were able to test all system conditions without physical hardware (custom emulator).

SQL, C++, Git, JavaScript, Python, Responsive Webdesign, Vue.js, Wine (WINE Is Not an Emulator)