Pair LLM copilots, deterministic guardrails, and telemetry so automations ship fast and stay reliable.
A Supabase-first, multi-user calendar workspace with a PyQt desktop UI and a GPT-5.2 tool-calling assistant. Ships a deterministic API surface that’s exposed via FastAPI and mirrored as MCP tools for reliable automation.
Solo developer (product, UI/UX, Supabase auth+data model, deterministic API + MCP tooling, LLM orchestration).
Delivered a split-pane desktop planner (timeline + categories + chat) with cached ±365-day hydration, authenticated multi-user storage, and a single-step tool-calling assistant backed by deterministic functions and run logging.
