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WizJock

Invite-only AI sports betting intelligence platform.

WizJock, ai ml project by Isaac Benyakar

What it is

A premium, invite-only sports betting intelligence platform powered by Machine Learning. WizJock provides data-driven insights and predictive modeling for serious sports investors, operating with strict compliance and high exclusivity.

68% Prediction Accuracy
+18.7% User ROI
TB/Day Data Processed
92% Retention
  • Python
  • Scikit-learn
  • React
  • FastAPI
  • Stripe Identity

What it does

4 things, working.

01

ML-driven game outcome predictions

02

Real-time odds value analysis

03

Strict age-gating and compliance checks

04

Exclusive member community

Screens

See it running.

WizJock: Admin dashboard
Admin dashboard

The build

Why, and how.

The problem

Sports investors lack reliable, data-backed intelligence. The market is flooded with "touts" selling guesses. Users needed a transparent, algorithmic edge.

What I built

Built a rigorous ML platform that processes terabytes of historical data to identify positive EV (Expected Value) opportunities, wrapped in a compliant, secure subscription model.

Under the hood

The backend is a high-performance Python FastAPI application that ingests real-time odds data from multiple providers via WebSocket. Our Scikit-learn models run inference on this stream to identify discrepancies. We implemented Stripe Identity for automated KYC (Know Your Customer) to ensure full compliance with age-restricted gambling regulations.

Search

Since the platform is invite-only, the SEO strategy focuses on brand reputation and "waitlist" capture. We rank for "AI sports betting algorithms" and "predictive sports modeling". We publish retrospective accuracy reports which serve as high-value link magnets from sports analytics communities.

How it was built

  • Trained custom models on decades of sports data
  • Implemented strict KYC/AML verification with Stripe Identity
  • Built a real-time odds ingestion pipeline
  • Designed a clean, data-first UI for rapid decision making

What came of it

  • Delivered a verified +18.7% ROI for users over the season
  • Achieved 68% accuracy on high-confidence model outputs
  • Maintained 92% retention rate due to proven performance
  • Successfully navigated complex gambling ad compliance

Want a build like this?

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