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fabiandegen/README.md

Fabian Degen

MSc student in Advanced Computer Science at the University of Oxford, working on LLM agents and causal reasoning.

  • Co-first author of Plan2Map, a multimodal benchmark for reconstructing geospatial boundaries from UK planning documents (arXiv · project page). I built GeoPlanAgent, the tool-augmented agent system introduced in the paper.
  • #4 all-time contributor to TransformerLens, the mechanistic interpretability library. Received a $5,000 Manifund grant to help work on the TransformerLens 3.0 release, which grew the number of supported models from ~200 to ~9,000; my main contributions were the backwards-compatibility layer and weight-level Q/K/V splitting.
  • BSc thesis, supervised by Tingting Zhu (University of Oxford): benchmarked models that synthesize ECG from PPG signals and evaluated the synthesized ECGs on downstream sleep-apnea detection.

Google Scholar · LinkedIn · fabian.degen@tuta.com

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  1. TransformerLensOrg/TransformerLens TransformerLensOrg/TransformerLens Public

    A library for mechanistic interpretability of GPT-style language models

    Python 3.7k 634

  2. GeoPlanAgent GeoPlanAgent Public

    Recovering geospatial boundaries from UK planning documents with tool-augmented LLM agents.

    Python 1

  3. The-Radon-transform The-Radon-transform Public

    An implementation and visualization of the radon transform in the scope of a university seminar

    Python 1