MLB Prospect Analyzer
A baseball analytics suite that keeps the arithmetic deterministic and lets AI handle only the words.
Front-office analytics loses talent managers when the numbers and the AI narrative blur together. Keep them separate — deterministic stats, AI for prose only — and you get results a non-analyst can trust.
Five components — Bayesian Draft Updater, ERA Possibility Explorer, Mid-Season Hitter Profiler, and multi-season Pitcher and Hitter Development Profiles. Each runs the same pattern: compute, show results, flag the limitations, offer optional AI analysis, share.
The rule that holds it together: every displayed number is deterministic; the LLM never produces an authoritative figure, only the read.
Standalone Next.js app (MLB Stats API), not on Brightsy/CMA.