🧩 Selected projects
Presented as problem → approach → impact. Items marked ✏️ TODO still need hard numbers.
Sep 2023 – Jun 2025
SiC Wafer Surface Defect Detection with YOLO
MSc thesis: an annotated dataset covering TSD / TED / BPD defects, comparing YOLOv8 / v10 / v11 / v12 — v12 achieved the best precision, recall and mAP.
YOLOPyTorchComputer VisionDeep Learning+5
Aug 2023 – Present
SiC Pilot Fab Build-out & Thermal Simulation
Supported the build-out of an SiC pilot fab at FCFC's Digital & Energy Transition Group, including COMSOL multiphysics thermal-field analysis for high-temperature processing.
COMSOL MultiphysicsThermal SimulationSiC High-Temperature MaterialsFab Build-out+3
Apr 2026
Edge AI Deployment on NVIDIA Jetson
Running YOLO in the cloud as offline analysis is one thing; putting it on the line for real-time inference is another. This is the second skill.
NVIDIA JetsonEdge AIYOLO InferenceEmbedded Deployment+2