23.06.2026 aktualisiert
100 % verfügbar
Computational Scientist & ML/AI Engineer | Physics Simulation & LLM Extraction | Battery & Energy
Cologne, Deutschland
Nur Remote
BSc Biotechnology, MSc Chemical Engineering, PhD Battery Safety Simulation (with distinction)Über mich
I bring scientific rigour to ML and AI engineering: careful validation, honest evaluation. Physics-based simulation, machine learning and LLM-based extraction, end to end. Eight years across TU Braunschweig, KIT and Imperial; domain in battery and energy.
Skills
BatterietechnologieComputersimulationPythonMachine LearningBatteriespeichersystemePyTorchKontinuierliche OptimierungDocker
Machine Learning & AI
Machine Learning · Deep Learning · PyTorch · Model Evaluation & Validation
LLM & NLP Engineering
LLM Application Development · Retrieval-Augmented Generation (RAG) · Structured Information Extraction · Prompt Engineering
Scientific Computing & Simulation
Physics-Based Simulation · Numerical Modeling · Ontologies & Knowledge Representation
Engineering & Tooling
Python · End-to-End ML Pipelines · Deployment
Domain
Battery Safety · Energy Systems · Carbon Capture
Erfahrung
Berufserfahrung5 - 10 Jahre
Freelancer seit2026
Sprachen
DeutschMutterspracheEnglischverhandlungssicherSpanischgut