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The lab

Things I'm building
and testing.

Smaller public projects where I explore an idea, test a method, or turn analysis into a usable tool.

Live GitHub metadata · refreshed twice daily
01GitHub live

Multi-agent reinforcement learning

MARL Soccer Self-Play

A lightweight 2D football environment for testing continuous-control agents, reward shaping, and self-play training strategies.

02GitHub live

Statistical sampling

Sampling & Exploration Dashboard

A Streamlit workspace for exploring datasets and comparing simple random sampling with proportional stratified sampling.

03GitHub live

Applied data product

COSEM Dashboard

A Flask platform that combines public information, authentication, and private crop-analysis dashboards in one operational interface.