Fantasy Football League Archive & Analytics

Huddle History is a product I designed and built end to end: a place for fantasy football leagues to import their entire history and turn years of buried group-chat trash talk into permanent, computed records. It’s my own product, not client work, which meant every decision — the idea, the interface, the data model, the platform integrations — was mine to make and mine to ship.

The Problem

Every fantasy league builds up a decade of rivalries, legendary chokes, and championship runs that end up living nowhere except a group chat nobody scrolls back through. There was no single place where that history was permanent, computed, and easy to settle an argument with.

What I Built

• League import, starting with a full Sleeper integration and rolling out ESPN, Yahoo Fantasy, CBS Sports, and NFL Fantasy import behind the same flow.
• All-play standings that recompute what every team’s record would be if it played every other team every week, not just its actual schedule.
• AI-generated weekly recaps that only ever see the league’s own computed stats, so the write-up can roast a 3–9 record without inventing a fact to do it.
• Rivalry pages with lifetime head-to-head records, average margin, and a shareable permalink for every matchup.
• Live win-probability scoring, calculated from each league’s own historical scoring distribution instead of a generic model.
• A season yearbook and manager career pages, each published to a permanent URL — a champion’s run, every season superlative, and each manager’s own year in one place.

Design Approach

The interface is deliberately dark and data-forward: one accent color, heavy use of real computed numbers instead of decorative UI, and a voice that matches the audience — competitive, a little combative, “no vibes, just receipts.” Every stat on the page is meant to look like it could win an argument in a group chat, because that’s exactly its job.

Outcome

Huddle History is live at huddlehistory.com. It exists because I wanted to build something front to back on my own terms: my own idea, my own design system, my own data layer, deployed and running for real leagues to use.

Visit live site

Live sites may have been modified by the client after delivery. Screens here show the original work.