AI & Data-Driven Engineering

AI and data-driven work across computer vision and neural network development.

Computer vision structural drawings

Computer Vision Project (Ongoing) – Structural Drawing Interpretation Using Deep Learning

AI & Data
Computer VisionDeep LearningSegmentationPyTorch

Developing an instance-segmentation pipeline to extract beams, columns, and walls from structural engineering drawings. Custom dataset construction, PyTorch training, precision–recall / IoU evaluation, and geometry-aware post-processing. Ongoing supervised research project.

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