Henry X.

Fellow, ML Architect @ AI Framework, Advanced Model and Workload @ AMD

About

Started from top honors student with rigorous numeric analytical and truth grounding Physics training, to an enthusiastic engineer trained by top Stanford Engineering, UT Austin and UIUC, my experience and interests span across number of great industries and research: - Machine Learning and Deep Learning - Computer Vision, Perception and Prediction - Reinforcement Learning, Planning and Control - System Software, Localization and Robotics - Communication, Networking and Security Systems - Cloud Computing Software, Data Science, Visual (3D) Intelligence and AI With the latest ML/DL/AI, Computer Vision/3D/Autonomous Machinery principles and techniques, I like to study multi-modal problems and practice multi-dimensional challenges with great curiosities and bias to scientific principle, with action. Hack GPU, CUDA, C/C++, Python, PyTorch, TF, Caffe, MXNET, Sklearn, OpenAI Gem, OpenCV, ROS, DataFlow, Spark .... Interest of Studies: - Model Fusion, E2E numeric model w. Physics/rule models to better generality @attainable cost - Online Machine Learning, dynamic models adapt to new patterns in the data, and the future data - Numeric Robustness, DNN models, control and reasoning, Deep Bayesian Network - ML and AI, apply machine learning to artificial intelligence processes, AI Safety - 3D Reconstruction to Recognition and SLAM, hardware acceleration - Deep Reinforcement Learning, multi-agents, OpenAI Environment - Deep Learning, AutoEncoder, Generative adversarial networks - Autonomous Driving and Robotics - Many Body Dynamics - Algorithm Design - Simulation

Country

United States

City

San Francisco Bay Area

Industry

Computer Software

Skill

Deep Learning, Computer Vision, Artificial Intelligence, Machine Learning, Data Mining, Distributed Systems, Virtualization, TCP/IP, Network Security, Cloud Computing, Software Engineering, System Architecture, Routing, Computer Security, Solution Architecture, Python, TensorFlow, Keras, C++, Linux

Experience

Fellow, ML Architect @ AI Framework, Advanced Model and Workload

AMD

2021-1 - Present · 5 yrs 9 mos

United States

Lead AI Inference at AMD. Lead Open Source Software Development (SGLang, vLLM). Engineering Lead to Major Customers. Instill Research toward Products, pure-play and Co-design.

Chief Architect/Engineer, Vehicle Autonomy

Stealth Startup

2018-1 - 2021-1 · 3 yrs 1 mo

United States

Mentor, Self-Driving Car and Artificial Intelligence

Udacity

2016-11 - 2017-4 · 6 mos

Guide aspiring learners through wonderful curriculum and effortful projects, encourage and wondered at many others, enrich subject-matter expertise.

Software Lead

Illumio

2014-7 - 2016-12 · 2 yrs 6 mos

Sunnyvale, CA

NUTCRACKER Architect and Designer of Applications Network Functions Control. Augmented illumio ASP architecture with ADC/Firewall offerings, conceive and designed Virtual Server security model for distributed workloads and servers, in solving heterogeneous application networking challenges. Harness network functions to program security platform, provide use model abstraction in most topological independent way! Strive for balance in design between feature complexity and model simplicity, between technology necessity and solutions easy of use. Systematically model and implement cutting edge solutions with minimum logical independent variables, preventing complexities by self-driven or unclean dependencies of self-introduced, on top of in-depth subject expertise and deep learning of adjacencies. Innovative critical thinker and coding practicer with systematic view always in mind, often end up with hypothesis A/R, product and feature discovery and discussions, PoC, and productize with better and simpler interactions between distributed system components. Open learner, persuasive, share, perseverance and accountable.

Senior Staff

Juniper Networks

2010-2 - 2014-7 · 4 yrs 6 mos

Sunnyvale, CA

Senior Staff at Juniper Networks HSSBU (High End Security BU), Technical/Team Leader at newly founded ETBU (Emerging Technology BU) to drive and steer technology and architecture evolutions in line with business innovations. Worked on JunOS networking operation system using C, and x86 based ADC software using C++.

Senior Staff

Cisco

2008-1 - 2010-1 · 2 yrs 1 mo

San Jose, California

Worked on data center Layer4-7 networking, application delivering controller, SSL/TLS acceleration and high capacity network flow management. Delivered high performance target on nMIPS64 multicore processors (C/C++). Worked on next generation appliance architecture.

Education

Stanford University

Artificial Intelligence Graduate, Computer Science

AI Principles and Techniques Neural Networks for Visual Recognition Deep Multi-task and Meta Learning Reinforcement Learning Deep Generative Models Deep Learning Robotics Cryptography Computer and Network Security