Projects
Everything I've built, from prediction models to production platforms. Details, metrics, and links.
NHL prediction model and betting strategy
A machine learning system that predicts NHL game outcomes. 235+ controlled experiments across 6,560 games. 158-feature logistic regression with 5 custom Elo systems. 60.9% walk-forward accuracy, +9-11% ROI on exploitable inefficiencies. Live at puckcast.ai with PuckAPI developer data API.
Course review platform across 320 universities
Aggregated 1.18 million course ratings in PostgreSQL, normalizing cross-institution data across 124,000+ courses. Generated 49,000+ AI-synthesized course summaries. Grew to 15,000+ unique users through SEO-driven organic acquisition.
40-endpoint local SEO analytics API
Core contributor managing data accuracy across a production analytics API. Shipped 16+ PRs hardening CI pipelines, adding API usage logging, and publishing the npm MCP server for AI agent integration. Built the PostHog analytics framework tracking activation-to-checkout funnels.
Managed website service for small businesses
Design, build, host, and grow. A productized web service that gives small businesses a professional online presence without the agency price tag. Turborepo monorepo with a template engine, OWSH Standard validation (62 rules), and 8 CLI tools.
SEO audit and reporting platform
Automated technical SEO analysis for agencies and freelancers. Chrome extensions for on-page auditing, schema validation, accessibility checking, and performance monitoring. 700+ installs across 3,800+ site analyses.