At Oracle R&D Morocco, I built a Python Text-to-SQL pipeline that turns everyday questions into database queries, so people can access data without writing SQL. I used LangGraph and tool-calling to inspect database structure, run queries, and correct errors.
I also compared the original and agent-based workflows on BIRD and Spider to check query results. In my projects, I built a web server from scratch and worked with a team on a multiplayer gaming website.

