Building an AI Football Prediction Platform: Models, Data, and Lessons Learned

Building an AI football prediction platform is primarily a data engineering challenge involving the ingestion and normalization of fixtures and league tables to engineer usable features. Meanwhile, PeekLaunch, a product launch board for SaaS and AI tools, utilizes Next.js and Prisma on Postgres. Developing this CRUD app revealed significant caching puzzles, as the platform requires fast, crawlable pages while ensuring that user votes and reviews are reflected immediately through precise tagging and static rendering with revalidation.