sportsfantasy

Fantasy football injury predictor

Build a model predicting NFL player injuries for Sleeper app users. Give fantasy players an edge in roster decisions.

Why now

Fantasy platforms lack integrated health analytics.

Who for
Fantasy football players
Business model
Premium analytics
Effort
A few months

Fantasy football managers lose when star players get injured mid-season.

Develop a machine learning model analyzing practice reports, historical data and biomechanics to flag injury risks.

Serious players would pay for premium injury probability scores.

Start with just basic regression model on public injury reports.

Risk: Requires domain-specific medical knowledge.

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Fantasy football injury predictor — Ideas