AI Training

Portfolio

Portfolio

Projects and artifacts built while working through the curriculum.

The Oracle — World Cup 2026 prediction agent

Live

An explainable AI agent that predicts FIFA World Cup 2026 matches.

One modular agent built to teach the full agent lifecycle on camera: problem → spec → spec-driven build → evals → results. Every module declares what it does and why, and every prediction emits a step-by-step run trace you can watch replay in the dashboard.

Beat the bookies

Backtests predictions against honest baselines to measure real accuracy.

Model battle

Runs the same agent across GPT, Claude, Gemini, and Grok on one leaderboard.

The persona

Wraps identical predictions in a character voice for shareable cards.

Agent lifecycle

ProblemSpecSpec-driven buildTools & dataEvalsResultsExplainability

Built with

PythonTypeScriptNext.jsCursor Agent SDKFastAPISQLiteESPN API