AI researcher and builder working on AI model provenance, local-first AI tooling, and governance infrastructure.

Currently building Forkit Dev Core, an open-source project for AI model and agent passports: deterministic IDs, artifact hashes, provenance, lineage, and local validation.

Interested in ML systems, developer tools, AI agents, model registries, reproducibility, and practical AI accountability.