Blogs
Short posts on computer vision, AI systems, product thinking, and the small decisions that make technical work easier to trust.
Featured post
A walkthrough of Vision-Store: customer tracking, queue monitoring, zone-level movement analysis, and instant business intelligence with YOLOv8, FastAPI, OpenCV, and Docker.
How I think about live computer vision systems for retail: tracking movement, separating staff from customers, and turning raw frames into useful business signals.
July 2026
A practical approach to evaluation, where every step in the pipeline is tied back to something you can inspect, compare, and improve.
June 2026
A short note on why the best technical work still needs a clear presentation layer, especially when you want people to trust the system quickly.
May 2026