Work

Systems I built.
Work I can explain.

My work sits between incoming data and a result people can use. This case study shows what I owned, how the parts connected, what evidence is public, and where confidentiality or validation limits apply.

Selected Case Study

Professional development work with a visible system flow.

Context · Role · Architecture · Evidence · Reflection

Public BKI reference showing an oyster RGB image and spectral color mapping used to explain camera inspection

01 / Inspection Software · Camera Data · AI Result Delivery

Marine Food Inspection Program

As Developer & Project Coordinator, I connected vision and spectral camera data to AI result processing and near-real-time browser delivery while managing reports, requirements, schedules, and field communication.

My role
Developer & Project Coordinator
What this proves
Two participation periods: 2024.02-2024.04 and 2024.09-2025.03
Core tools
Python · OpenCV · YOLOv5 · YOLOv8 · Vendor Spectral Library · REST API
Read the case study