Usama Saeed

At FlyRank.ai, I’m an Back-End AI Engineering Intern, working on APIs, data flow pipelines, LLM integration, error handling, and custom algorithms.

I built a real-time traffic violation and drift detection system by fine-tuning YOLOv8 with custom training data and integrating DeepSORT tracking. The pipeline achieved 92% detection accuracy and stored outputs in MongoDB for behavioral analysis.

I’ve also developed data and AI projects, including an ETL pipeline that processed 500K+ records and a content-based movie recommendation model that reduced latency by 30%. I’m pursuing an MDS focused on advanced statistical methods and scalable ML systems.