At PNEC, NUST, I contribute to a Pakistan Science Foundation-funded CNC process health-monitoring project. I build and curate datasets from machining data, including preprocessing and operation-wise segmentation and labeling.
I also develop and evaluate PyTorch and TensorFlow models for monitoring CNC process health across operating conditions and machine states. My work includes real-time signal-processing and inference components for vibration-sensor data.
For the MS-ADA Intelligent Traffic Surveillance project, I designed a real-time pipeline for vehicle detection, multi-object tracking and Pakistan license-plate recognition. I also implemented accident analysis using motion, optical-flow and trajectory signals, with captured evidence and structured outputs.
At Wisdom Tech, I developed and maintained web applications and business portals, focusing on backend logic, databases and APIs. I’ve also built FastAPI-based ML services, including a PDF RAG backend and a lead-scoring inference service.
