Huynh Duy

AI Engineer

TIKI.VN•  December 2020 - Present

Develop million-scale recommendation algorithms for TIKI using Pattern Mining, Graph Neural Network, Matrix Factorization, and other Representation Learning algorithms. TIKI (tiki.vn) is the leading online retailer in Vietnam, offering a seamless end-to-end retail experience. Work closely with Data Engineer and Backend Engineer to produce high quality and production-ready system. We also run A/B tests to evaluate the performance of the algorithm, as well as deliver rapid prototyping of products with immediate user feedback and business needs.

AI Engineer

DPS•  November 2018 - November 2020

Develop end-to-end Optical Character Recognition solution for Vietnamese with 0.2 CER. Build backend services for face attendance checking applications base on Face Recognition algorithms with 98% accuracy. Implement micro-services architecture with REST-based API to serve real-time AI solutions. Deploy and maintain overall service infrastructure utilizing Docker container, focusing on high availability, fault tolerance, and auto-scaling.

Research Internship

AI Laboratory, Ton Duc Thang University•  June 2018 - November 2018

Deep dive into ML/DL theories, especially in Natural Language Processing. Work on document understanding project using modern computer vision techniques like Object Recognition and Segmentation.