Toptal builds AI lineup optimizer to strengthen fantasy sports platform’s competitiveness.
A fantasy sports data platform needed a production-grade lineup optimizer to stay competitive in the daily fantasy sports market. Toptal developed a scalable optimization engine to automate lineup generation and improve user satisfaction.
Client
A US-based fantasy sports data platform providing analytics and tools for daily fantasy sports players.
Industry
Sports and EntertainmentDelivered Services
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Without an automated optimizer, manual lineup creation limited the platform’s ability to meet user expectations and compete effectively in a fast-moving market.
Solution
Robust Optimization Engine
Toptal built a FastAPI microservice integrated with PostgreSQL connection pooling, leveraging more than 23 optimization algorithms to generate DraftKings-compliant lineups using real-time data.
Automated CI/CD Pipeline
Toptal implemented GitHub Actions for continuous integration and deployment, adding health checks and structured logging to maintain code quality and reliability.
Outcome
Improved UX and Competitiveness
Automated AI lineup generation enabled mathematically optimized results that meet industry requirements, increasing user satisfaction and strengthening the platform’s competitive position.
Scalable, Future-ready Architecture
The new infrastructure supports continued growth, allowing the platform to adapt quickly to evolving market demands while maintaining user trust.
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