I built a drone-video detection, tracking, and counting pipeline with a custom-trained YOLO11 model and persistent ByteTrack IDs, achieving 0.620 precision and 0.507 mAP@50 on VisDrone2019. My projects also include a Bangla FAQ chatbot using RAG and a natural-language agent for querying healthcare databases.
With a Mechanical Engineering background, I’ve applied machine learning to biodiesel yield modeling and contributed to the design, integration, and testing of an IoT bed-cum-wheelchair for immobilized patients. I work with Python, FastAPI, and tools for machine learning deployment.
