I am a machine learning scientist at AI techbio Owkin. 🧬
- 🧬 I co-created HistoPLUS, a state-of-the-art model for cell detection, segmentation, and classification on histopathology slides.
- 📈 I co-developed skglm (published at NeurIPS), a fast solver for sparse optimization problems — used in production by energy companies and hedge funds for demand forecasting and market prediction.
- 🔊 I built bark.cpp, a C++ adaptation of the Bark TTS model using
ggml, now powering several startups’ text-to-speech products. - 🧪 I publish research in computer vision and machine learning, with a focus on applications in medical imaging.
- 📘 I am writing a book on building and optimizing your own key–value store in Rust.