I created Bridge MCP, an open-source MCP server with 40+ tools that lets AI assistants operate a Windows PC, with a Safety Sentinel approval layer to keep people in control. As an independent AI Agent Architect & Developer, I design multi-agent workflows with specialist agents, shared state, and gather → act → verify loops.
I build evaluation harnesses using LLM-as-a-judge, promptfoo, and A/B comparisons to measure quality and failure rates. Before focusing on AI, I founded and ran a specialist automotive service center, where I led five technicians and turned clients’ vague complaints into precise diagnoses and scoped work.
