Independent AI researcher and systems builder based in Sudbury, Ontario. My current work is IOTA, an information-theoretic measurement system for transformer language models. Other projects include a local LLM inference server with persistent KV state and a slot-based memory system for stateless LLMs.

Background: BSc Interdisciplinary Science (Laurentian). Previously Passport Officer at Service Canada. Currently on medical leave and working full-time on research.