SELECTED ENGINEERING WORK
AI-Powered Welding Inspection
Machine vision · Welding
Deep-learning pipeline for detecting and classifying weld conditions using YOLO-based models and industrial image analysis.
Engineering challenge
Distinguish weld conditions consistently using a specialized image dataset.
Engineering contribution
Dataset preparation, training, evaluation and inference pipeline development; research metrics were measured on held-out evaluation data.
Technology & scope
YOLOv5 · YOLOv7 · OpenCV · PyTorch
These cases summarize individual professional contributions. They do not imply IA Software was the contracting entity for all historical projects. Technical imagery is conceptual, not a photograph of the installation.