AI & Automation · 78%
Sports Predictor
78% accuracy, real-time updates
ML-powered sports outcome predictions with live odds integration and a clean dashboard for tracking accuracy. Models trained on historical data with real-time inference and sub-second latency.
- Accuracy
- 78%
The challenge
The client wanted to offer data-driven predictions alongside live odds but had no in-house ML capability. Predictions needed to be fast, explainable, and accurate enough to be useful before events.
What we built
We built a Python pipeline for feature engineering and model training on historical data, a Node API for real-time inference and odds integration, and a dashboard to monitor accuracy and drift so the team could iterate on models confidently.
Outcomes
- 78% accuracy on held-out test sets for target leagues
- Sub-second prediction latency for live odds integration
- Dashboard and metrics in place for ongoing model improvement
“They turned our data into something we could actually ship to users. The accuracy speaks for itself.”
Related capability
ML pipeline and inference API wired into a usable product — representative of our automation and AI work when predictions have to ship, not sit in a notebook.
AI systems and business automationStack & deliverables