bdockbockd

Researched, and experimented object detection model both performance, and speed between SOTA for specific domain use-case in restaurant video industry. Researched, experimented, and improved end-to-end activity recognition model to capture person activity. Researched and developed VoTT – microsoft labeling platform for image and video assets.

Designed and implemented automatic detection system. Implemented demo for portraying a captured vehicle behavior and gained behind insight.

Suggested and supported to SCG logistics data science team. Researched and designed harmonized system code recommendation system. Implemented POC model and system to serve recommendation system model through Vue, and NestJS framework with NoSQL database in mongodb.

Person Re-identification Deep learning Architecture – Researched and implemented re-identification architecture. Person Re-identification Labeling Platform – Designed, developed labeling tools for enhancing labeling system.

Person Re-identification Deep learning Architecture – Researched and implemented re-identification architecture. Person Re-identification Labeling Platform – Designed, developed labeling tools for enhancing labeling system.

Experienced design MVC, MVVM, MVP architecture pattern for creating simple demo app. Researched encryption and obfuscation in ios application to leverage better security.

Developed multi-language website with Vue framework. Implemented css adaptive style for screen responsiveness.