The main challenges I faced were optimizing the AI model for accurate title similarity predictions and ensuring it integrated smoothly with the web app. Handling real-time performance for large datasets was difficult, as was designing an intuitive user interface. Balancing scalability and speed while delivering precise results was a key technical hurdle.