DeepPCB-AOI
Personal project
Finds six kinds of copper defect on bare PCBs (0.94 F1 on the 500-pair DeepPCB test set with a 3-channel YOLOv8n) and decides pass, rework or scrap, with the reason attached.
Read the case studySelected work
BJ-POS
Client project · rollout Nov 2026
Moves a hardware store in Keningau, Sabah off paper books with an offline till that tracks stock as it sells and reconciles the cash drawer at close.
Read the case study
SDOC
Hackathon project
Checks a Shipping Instruction against the draft Bill of Lading field by field and sends anything unclear to a reviewer.
Read the case studyNow
- GraduatedBSc (Hons) Computer Science (AI), Asia Pacific University, completed Sep 2026 (degree conferral Nov 2026)
- ShippingBJ-POS goes live at the store in Keningau in Nov 2026
- LearningLLM and agent engineering: evaluation, tool use, guardrails
- Looking forGraduate CV / ML / AI engineering roles in Kuala Lumpur or Penang, from Dec 2026
Updated Oct 2026
Contact
The fastest way to reach me is email: gwenfredtham@gmail.com.