Projects
What I've built
Projects
Problem: Benefit-eligibility questions mix messy user input with safety-critical rules. A helpful model that invents a limit, or computes a threshold wrong, is worse than a clear referral to the county DSS.
Role: Sole author — architecture, guardrail pipeline, grounded RAG, deterministic tools, eval harness, and public demo deploy.
Problem: Coordinating AI agents across tools and sessions causes context loss and misalignment. Existing workflows lack a durable, structured pipeline for routing instructions and capturing outputs.
Role: Sole author — architecture, implementation, and ongoing methodology development.
Problem: Small businesses need affordable, trustworthy accounting software that enforces GAAP correctness without sacrificing usability.
Role: Co-founder and engineer — database schema, backend architecture, UI component system, automated testing, and AI workflow integration.