We are a team founded in March 2026, based in Hong Kong, and we strive to apply Algorithmic Game Theory to build tools that ensure equitable resource distribution.
Joshua CHOI Kui Wang, Founder & Lead Developer
How to allocate goods fairly and efficiently to people in need is a huge and important problem. In Fair4All, we create a website with a simple interface to calculate how goods should be allocated. By using the Market Equilibrium Algorithm, we can ensure both fairness and efficiency in polynomial time.
A lightweight web tool that converts complex real-world logistics (people, goods, dates) into clean mathematical matrices for algorithm processing. Uses temporal fairness to replace chaotic "first-come, first-served" models with logic that ensures equitable distribution across multiple shipment days. Runs entirely in the browser, making it free and incredibly easy for local nonprofits to deploy without needing backend servers or IT budgets.
April
Create 3 impactful projects on resource distributions for those in need
