Kaiyuan Hou
Applied Scientist @ Amazon
United States
New York
Electrical & Electronic Manufacturing
Engineering, Programming, Teaching, Algorithms, Object-Oriented Programming (OOP), Machine Learning, Computer Vision, Field-Programmable Gate Arrays (FPGA), Printed Circuit Board (PCB) Design, Radio Frequency (RF), Python (Programming Language), C (Programming Language), C++, MATLAB, Embedded Systems, Embedded Linux, Linux, TensorFlow, PyTorch, LaTeX
Experience
Applied Scientist
Amazon
贝尔维尤, WA
Graduate Research Assistant
Columbia University
New York, United States
Research Adviser: Prof. Xiaofan (Fred) Jiang
Graduate Teaching Assistant
Columbia University
New York, United States
Teaching assistant for the graduate-level Intelligent and Connected Systems with Prof. Xiaofan (Fred) Jiang, Blockchain with Prof. Chong Li (two semesters), and Reinforcement Learning Prof. Javad Ghaderi, offered by Columbia University. Designed and graded assignments, labs, and exams. Hosted office hours and assisted students on course material.
Software Engineer
Ambarella Inc
Developed a modular VLM training framework compatible with multiple vision encoders and LLM backbones, with efficiency optimizations including vision token pruning and quantization.
Research Assistant
The Chinese University of Hong Kong
Hong Kong SAR
Visiting Student working on multimodal sensing and assistive visualization systems.
Undergraduate Teaching Assistant
University of Colorado Boulder
Boulder, Colorado, United States
Teaching assistant for ECEN3593-Computer Organization with Steve Sheafor
Undergraduate Teaching Assistant
University of Colorado Boulder
Boulder, Colorado, United States
Teaching assistant for course ECEN4593-Computer Organization with Professor Tamara Lehman
Undergraduate Research Assistant
Laboratory for Atmospheric and Space Physics
Boulder, Colorado, United States
PCB design and firmware development
Undergraduate Teaching Assistant
University of Colorado Boulder
Boulder, Colorado, United States
Teaching assistant for course ECEN2260-Circuits as Systems with Professor Albin Gasiewski
Undergraduate Teaching Assistant
University of Colorado Boulder
Boulder, Colorado, United States
Teaching assistant for course ECEN2260-Circuits as Systems with Dr. Prachi Sharma
Education
Columbia University
Electrical Engineering
University of Colorado Boulder
Electrical and Computer Engineering
Graduated with Summa Cum Laude. Minor in applied math (4.00/4.00) and economy (4.00/4.00).
Kaiyuan Hou's Contact Information
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