Ali Mohamoud

I've built practical machine-learning and software solutions using Python, XGBoost, Django, APIs, PostgreSQL, Docker, React, Flutter, and Dart.

For an insurance claim settlement prediction system, I developed an XGBoost model using accident details and deployed it as a Dockerised Django machine-learning service. I also built a cloud-ready machine-learning-as-a-service platform that delivers model predictions through an API, with PostgreSQL optimised for performance and scalability.

I created a Flutter hybrid movie recommendation app using the TMDB API, SQLite, content-based filtering, and collaborative filtering. The recommendation engine improved accuracy by approximately 20% compared with content-only models.