I Built VERDICT: A Hackathon Portal That Shows Its Work

A hackathon portal can collect projects, assign judges, and publish scores. But there is a harder question hiding underneath all of that: When the results are announced, can anyone understand how they were reached—and verify that they haven’t quietly changed?