Projects

A decade of machine vision work — from PCB inspection lines to real-time 3D reconstruction systems.

A production-grade deep learning pipeline achieving 99.8% detection accuracy at 120 fps on SMT assembly lines.

Sub-millimeter 3D surface reconstruction using multi-frequency phase-shifting fringe projection, achieving 20 μm accuracy.

Unsupervised anomaly detection for textile inspection using PatchCore embedding with FAISS indexing, achieving 98.9% AUROC.