I build self-hosted, vendor-agnostic AI operations and signal-processing tooling, shipped with gated CI/CD and supply-chain security, on infrastructure I own.
📦 Open-source → Yggdrasil AI Labs: signal-capture and data-normalization tools (ADS-B · Wi-Fi · LoRa mesh → structured JSON) plus predisclose, a pre-publish disclosure scanner. MIT-licensed; every repo on a gated CI/CD pipeline (tests → SAST → SCA → release).
🤖 Agentic AI operations: local LLMs behind MCP tool surfaces with structured state, audit trails, and human-gated autonomy. Hands-on across local and cloud model families.
🔭 Currently exploring: edge LLM agents on microcontrollers · cost-gated local/cloud model routing · tighter human-in-the-loop autonomy.




