Geophysicist by training, AI Researcher by inclination. I spent my career in seismic data processing and am now building toward a transition into research — applying machine learning and evolutionary computation to problems where the physics is hard and the data is noisy.
Current focus: rlevo — an evolutionary deep reinforcement learning library in Rust, built on the Burn framework. Designing type-safe, const-generic abstractions for hybrid RL and evolutionary agents.
Other work:
- Full-stack Rust research tooling — knowledge graph exploration, FTS search, and graph navigation over SurrealDB with Leptos/WASM
- The occasional harmonic analysis experiment for fun (music theory meets Leptos)
Stack: Rust · Burn · Tokio · Leptos · SurrealDB