First place. Built Red Thread — a hospitality concierge concept rooted in Rosewood's "Sense of Place" thesis. Brand + craft were part of the build, not bolted on after.

Top 6 finalist. Built LoopOS — a multiplayer MCP-native agent that replaces the back office for short-term rental operations.

On-device voice agent for smart glasses. Gemma 4 + Cactus + Even Realities G2. Zero cloud — full inference loop runs on the wearable.

Built AgentMES — a manufacturing execution system for autonomous agents. OpenAI's 7-stage AI-Native Engineering Workflow as a bipartite state machine — agents do throughput work, humans own the judgment gates.

First place. 4-agent incident response team for data quality bugs — fine-tuned Llama 3.1 + LoRA for NL→GraphQL, end-to-end in 54.8s at ~2¢/run.

First place. Built the earliest Injester prototype — agent-to-merchant commerce infrastructure. Demoed at NVIDIA GTC the following Tuesday.