projects
Research projects I'm currently working on.
research
- Degeneration Detection Is Not Early WarningETH AI Center, Apertus Group, Spring 2026Linear probes on LLM hidden states that warn, token by token, before a model falls into a repetitive loop. Accepted at the NeurIPS 2026 Workshop on Interpretability as a Science.
- Generative Antibody Design with Protein Language ModelsLearning & Adaptive Systems Group, ETH Zürich, Spring 2026 – presentFine-tuning ESM2 with Direct Preference Optimization to generate higher-affinity antibody variants.
- Goal-driven 3D Map Generation with Reinforcement LearningComputer Vision and Geometry Lab, ETH Zürich, Spring 2026An RL agent that dynamically allocates resolution in a 3D map under a tight memory budget.