Applied ML / reinforcement learning for physical and industrial systems. Industrial PhD, Data Science and Engineering Cybernetics (Aalborg University / Krüger Veolia). Based in Berlin.
Now: Data Scientist / ML Researcher at Onu Energy.
- digital-twin-engine — physics-informed latent neural SDE surrogates in JAX
- time-series-simulator — recurrent world models with multi-step rollout training
- selective-counterfactual-simulation — OOD refusal benchmark for learned simulators
- TimeSeriesEnv — Gymnasium environment for RL on time-series control tasks