JF

Hackathons

Time-boxed builds and competition work, kept separate from the main project archive.

  1. 01SandboxA deployment-risk simulation engine — drop in a codebase as a ZIP and it predicts how the system fails in production: a 0–100 risk score, flagged vulnerabilities, and a replayable failure timeline.Hackathon2026
  2. 02GalaA Manila free-time planner that turns a mood, an area, and a budget into one honest venue pick — the why, the buzz, and the real cost.Hackathon2024