Shipped Corgi's first commercial insurance broker platform, generating $60K in its first 10 days. Built a production AI agent with company knowledge, persistent memory, and custom tools for broker workflows and follow-ups.

Created MonopolyBench end to end: a deterministic multi-agent LLM benchmark for long-horizon planning, negotiation, deception, and economic decisions. Built the rules engine, tool-calling harness, controlled evaluations, and replayable research artifacts.

Supported residential life through student guidance, incident escalation, crisis response, conflict resolution, community programming, and campus-resource coordination.

Built a behavioral-neuroscience vision pipeline using DeepLabCut/SuperAnimal: model fine-tuning, pose cleanup, behavior scoring, quality controls, and reproducible analysis outputs. Improved tracking stability by 56.9%.

Built and launched a community marketplace for gaming and productivity keybind profiles, serving 1,500+ users. Owned React/Fastify/PostgreSQL services, Steam authentication, immutable versioning, secure desktop imports, and Railway deployment.

Built exact optimization solvers and a research data pipeline for learning drone coverage plans, producing verified training targets and controlled tests of generalization.

Built full-stack systems for Abilitie AI Cases, an enterprise LLM role-play platform. Fine-tuned open-source models and shipped inference, observability, provider integrations, performance improvements, and customer-facing React flows.