Collaborating with Samsung's semiconductor teams, based on Samsung ENN framework, deploying and optimizing 3 large models at the mobile: Voice-Cloning, Video-gen, and 3D-gen.

1. Led the design and development of the new vector search engine based on K8s and Pytorch, supported 100+ applications, optimizating 10x performance in the specific scenario(recommand house).2. Built and maintained a machine learning inference cluster based on k8s, supported 100+ models, guaranteed high Availability 99.99%.

1. Proposed, Designed ,Implemented and Optimized a new AI framework for multi-party secure computation and federated learning Based on MPC Ops. Supported typically Machine learning Algorithms like XGBoost, WOE/IV, LR, Enhancing Performance 10x. Using Dispatcher Achitecture, optimized compilation performance and reduce calculation bugs, improved the overall computational performance.2. Assisted researchers in parallel optimizing distributed MPC Ops. like sorting or finding Kth largest number, enhancing performance 10x, while preserving security and privacy.