Staff ML Engineer | Knowledge Graphs & Relational Inference | Generative Biology (scGPT, Geneformer) | Proteomics & MTL...

1/2026 – offen

Architected and deployed an enterprise Retrieval-Augmented Generation (RAG) system to eliminate information silos across cross-functional clinical program teams. Developed high-throughput document processing pipelines to ingest, parse, and chunk heterogeneous unstructured files (PDFs, PPTXs, DOCXs). Enabled secure, context-aware semantic search and document synthesis, drastically reducing the time required for teams to extract insights from complex clinical documentation.

Data Science, Softwareentwickler, Machine Learning

12/2024 – 12/2025

Built a robust, automated benchmarking framework to systematically compare and evaluate the performance of state-of-the-art biological foundation models. Evaluated architectures across diverse single-cell RNA-seq and spatial transcriptomics datasets, providing the engineering team with data-driven insights into model accuracy, training efficiency, and zero-shot capabilities.

Biologie, Data Science, Machine Learning, MLOps

7/2024 – 9/2024

Engineered autonomous LLM agent architectures to solve a major operational bottleneck: automating high-throughput metadata dataset annotations. Built custom reasoning loops and RAG patterns that cut manual data curation overhead significantly while maintaining strict accuracy guardrails.

Data Science, Machine Learning, MLOps, Softwareentwickler