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Work / EdgeBoard

EdgeBoard

Win probabilities for every NFL, NBA, MLB and NHL game from an open ratings model, with a public track record nobody can edit.

Client
Product portfolio
Type
Data product
Built with
WordPress, PHP, JavaScript
Status
Live preview

The brief

Sports picks sites rarely show their record honestly. The idea behind EdgeBoard was the opposite: publish the number, explain it and keep score in public.

It had to be clear enough for a casual fan and transparent enough for someone who checks the math.

What I built

Every game, every league

Win probabilities for NFL, NBA, MLB and NHL games, updated from an open ratings model.

Why the number is the number

Each pick breaks down the factors behind it in plain language.

Timestamped picks

Predictions are published before the game and never changed afterward.

Calibration tracking

A running check of whether 60% picks really win about 60% of the time.

Free and Pro

The board is free. Pro adds the full reasoning, a record explorer and team email digests.

Where AI did the work

The ratings model, the calibration charts and the whole site were built with AI. It’s a good example of the data products I can build for any business that sits on numbers.

Dashboards, forecasts and reports that update themselves are some of the most useful things AI can build.

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