Research Analyst
PNEC, NUST
Contributing to Pakistan Science Foundation-funded CNC process-health monitoring research at NUST PNEC, Karachi.
- Curate CNC machining datasets through preprocessing, operation-wise segmentation, and labeling of continuous production-cycle signals.
- Develop and evaluate PyTorch/TensorFlow models for CNC process-health monitoring.
- Build vibration-signal inference components for integration with the project's IoT and edge architecture.