Job Description
About the Role
We are looking for an experienced AI Vision Consultant to design, build, and deploy a real-time hardware defect detection system on our production line. This is a hands-on technical role where you will work closely with our internal team — right from dataset strategy through to edge deployment and handover.
Key Responsibilities
- Advise on camera placement, lighting setup, and image collection protocols across defect types
- Guide data labeling and annotation using tools like Roboflow or CVAT, and design augmentation pipelines to handle class imbalance
- Train and fine-tune YOLOv8 models on hardware defect datasets and implement anomaly detection for limited-sample defect classes
- Build real-time detection pipelines using OpenCV + YOLO with accept/reject decision logic and inspection result logging
- Deploy trained models on NVIDIA Jetson Nano/Xavier and optimize for edge infere...