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Labs is where research builds and competition projects live — work that explores a technique or ships fast under a deadline, separate from the production ventures.

agent-simulator

A satellite-imagery-driven environment simulator that orchestrates LLM agents over MCP to generate realistic airport operational scenarios.

Project index

Hackathon, course, and personal projects — from a HooHacks winner to course capstones.

Highlights

HooHacks 2025 winner

and-e took first place at HooHacks 2025.

Agents + geospatial

The agent-simulator blends LangGraph agents, Mapbox/Three.js rendering, and orbital math.

Fast iteration

Most labs projects ship in a weekend or a semester — optimized for learning velocity.
Many labs projects are public on the personal account. The deepest write-up so far is the agent-simulator.
Last modified on June 22, 2026