- Large Language Model - Multiple Agents- Generative AI, Bunny-LLama3 MLLM, Tiny-BERT MLM, deepspeed.- Generative AI fine tune(LoRA, Google ReST).- TinyML AI algorithms design, optimization, evaluation, deployment.- Yolov5/8/10/Segment Vision Projects- Denoise/KWS/SV/ASR audio Projects- Neuro Network redesign | pruning - TVM compiler| TVM/Libtorch/ONNX runtime engine- Reinforcement learning projects for Electric Paper wavform/VCM Motor tune- OpenAI gym,stable_baseline3,CLIP, Wisper- Services deployment, Docker, K8S, MLops

Merlion Gold Awards 2019 - Mark-RobotWorking in Certis Centre for Applied IntelligenceThe mentor of NUS , SUTD Universities Interns/Capstone Projects.Robotics Business: Design, Hardware&Software developing, Controlling center buildup, Indoor/Outdoor Security&Concierge Robots. Video on Demand, GPS Locations updated, SLAM Navigation&Auto Driving technologies. Robotics&AI integration: Face Recognition, Imaging Detection, Kafka IoT Producer/Subscriber Service. RESTful Image Detection Web service. Voice TextToSpeech, ChatRob. YOLO, Tensorflow, Images CNN TrainingAI Consultant

-Lead 80+ people team-Get China FDA C Certification-Lead product design, technical engineering, testing QA, delivery, maintain jobs.-Join market requirements analysis, business model analysis, and project management.-Data analyzing team leader, fMRI brain cancer image analysis-Clinical behaviors data learning-Project Management/Efficiently Team Work/BlockChain Speaker

- Software Head/Operating/Planning/Schedule- 3rd Party licenses, 3rd party co-working.- Android 4.4.2/5.1.0 platform for VoIP Phone - Porting Camera Sensors on Android Broadcom VideoCore framework.- Developing Camera factory tool to auto testing the quality of captured photos.- Implement the Video call on Android VoIP phone.

• Product Innovation(Car USB devices/Audio BSP chipset/Qualcomm chipsets)• New Technology Innovation(Nature Language Processing/Brain theory)• Machine Learning Innovation(Classify/Clustering ,Collaborative Filtering)• Hadoop system leading/Recommendation system(Mapreduce/HDFS/Pig)• Go Language for News suggestion system, Local Sensitive Hash Algorithm on Go-Language

• Deputy director of project manager • Manager of new products • Team leader of Android SW and PM• Speaker for browser, OMA, UI design and cloud computing.• Multi-platform UI planning, native OS, WM and Android. • New mobile system/marketing survey • Mobile software platform expert • Software Technical Manager