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Jou-ching (George) Sung
Machine Learning Engineer @ Amazon | georgesung.com
About
Jou-ching (George) Sung is a highly skilled Machine Learning Engineer with over 13 years of experience in the field. Currently, he is working at Amazon Music, where he is applying his expertise in machine learning to improve the user experience. In his role, he is responsible for designing and implementing machine learning algorithms that help Amazon Music personalize recommendations for its users. Prior to joining Amazon, Jou-ching worked at BMW of North America, LLC, where he developed machine learning algorithms for autonomous driving. Here, he was involved in developing reinforcement learning and imitation learning algorithms for autonomous driving policies. He also worked on deep learning-based path generation algorithms that were designed to mimic human driving behavior. He was responsible for running these algorithms in simulation and prototype test vehicles. Jou-ching has also worked as a mentor for Udacity's Self-Driving Car Engineer Nanodegree program. In this role, he mentored 15 students and helped them understand deep learning and computer vision concepts. He was also responsible for driving student engagement and ensuring that they had a solid grasp of the material. Jou-ching holds a Self-Driving Car Engineer Nanodegree and a Machine Learning Engineer Nanodegree, both from Udacity. He is highly skilled in a range of technologies, including ML, Reinforcement Learning, Deep Learning, Computer Vision, and more. His expertise in these areas has made him a valuable asset to any organization that he works for. Overall, Jou-ching is a talented Machine Learning Engineer with a proven track record of success. His experience in developing machine learning algorithms for autonomous driving and music recommendation systems makes him a valuable addition to any team.
Education Overview
Companies Overview
• amazon
• bmw of north america llc
• amd
• university of michigan
• nvidia
Experience Overview
14.3 Years
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Experience
Machine Learning Engineer
bmw of north america llc | Mountain View, California, United States
2017 - 2020
Skills
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Algorithms
Amazon Web Services (AWS)
Artificial Intelligence
artificial intelligence
Artificial Intelligence (AI)
ASIC
asic
Autonomous Vehicles
C++
c++
Cloud Computing
Computer Architecture
computer architecture
Computer Vision
computer vision
convolutional neural networks
Convolutional Neural Networks (CNN)
Debugging
debugging
Decision Making
Deep Learning
deep learning
deep neural networks
Deep Neural Networks (DNN)
Design
functional verification
Generative AI
Git
git
Graphics Processing Unit
infra
Infrastructure
Keras
keras
Linux
linux
Logic Design
logic design
Machine Learning
machine learning
Machine Learning (ML)
Microprocessors
microprocessors
MLOps
Music
Neural Networks
neural networks
NumPy
numpy
Perl
perl
Processors
processors
Prototyping
Python
python
Python (Programming Language)
PyTorch
pytorch
Recommender Systems
recommender systems
Reinforcement Learning
reinforcement learning
Research and Development (R&D)
RTL Design
rtl design
RTL Verification
Semiconductors
semiconductors
soc
Software Development
software development
Software Engineer
system on a chip
System on a Chip (SoC)
SystemVerilog
systemverilog
TensorFlow
tensorflow
test
Testing
testing
Verilog
verilog
very large scale integration
Very-Large-Scale Integration (VLSI)
Contact Details
Email (Verified)
geoXXXXXXXXXXXXXXXomMobile Number
+19XXXXXXX62Education
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