The problem Title.Ai solves

The problem your project solves is the challenge of identifying and verifying the uniqueness of titles, especially in large databases like the PGRI database. In academic, research, or other content creation settings, it's crucial to ensure that titles are distinct to avoid duplication or intellectual property conflicts.

Challenges I ran into

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.