Sun (Allen) Mao
Research Engineer III at TuSimple- Claim this Profile
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Chinese Native or bilingual proficiency
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English Full professional proficiency
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Bio
Bogdan Popp
I had the pleasure of working with Allen on several applied Machine Learning projects over the past few years. Allen continuously impressed me with with his growth mindset, ability to learn quickly new concepts and bridge the complexity between theoretical definitions to practical applications in the realm of Machine Learning. His strong coding skills combined with deep AI/ML understanding made him very effective across a diverse set of challenging projects. I really enjoyed working with Allen and I hope our paths will cross again in the future.
Meng Ding, PhD
Sun was an intern in OMNI AI, Inc. during the summer of 2017. I was impressed by his passion on research and development, as well as his programming skills with python. He was very productive on the programming tasks and he also can take on new tasks even in the field he is not familiar with. In each weekly meeting, he can present his understanding on deep learning and some state-of-the-art methods. I have a very nice experience working with him.
Bogdan Popp
I had the pleasure of working with Allen on several applied Machine Learning projects over the past few years. Allen continuously impressed me with with his growth mindset, ability to learn quickly new concepts and bridge the complexity between theoretical definitions to practical applications in the realm of Machine Learning. His strong coding skills combined with deep AI/ML understanding made him very effective across a diverse set of challenging projects. I really enjoyed working with Allen and I hope our paths will cross again in the future.
Meng Ding, PhD
Sun was an intern in OMNI AI, Inc. during the summer of 2017. I was impressed by his passion on research and development, as well as his programming skills with python. He was very productive on the programming tasks and he also can take on new tasks even in the field he is not familiar with. In each weekly meeting, he can present his understanding on deep learning and some state-of-the-art methods. I have a very nice experience working with him.
Bogdan Popp
I had the pleasure of working with Allen on several applied Machine Learning projects over the past few years. Allen continuously impressed me with with his growth mindset, ability to learn quickly new concepts and bridge the complexity between theoretical definitions to practical applications in the realm of Machine Learning. His strong coding skills combined with deep AI/ML understanding made him very effective across a diverse set of challenging projects. I really enjoyed working with Allen and I hope our paths will cross again in the future.
Meng Ding, PhD
Sun was an intern in OMNI AI, Inc. during the summer of 2017. I was impressed by his passion on research and development, as well as his programming skills with python. He was very productive on the programming tasks and he also can take on new tasks even in the field he is not familiar with. In each weekly meeting, he can present his understanding on deep learning and some state-of-the-art methods. I have a very nice experience working with him.
Bogdan Popp
I had the pleasure of working with Allen on several applied Machine Learning projects over the past few years. Allen continuously impressed me with with his growth mindset, ability to learn quickly new concepts and bridge the complexity between theoretical definitions to practical applications in the realm of Machine Learning. His strong coding skills combined with deep AI/ML understanding made him very effective across a diverse set of challenging projects. I really enjoyed working with Allen and I hope our paths will cross again in the future.
Meng Ding, PhD
Sun was an intern in OMNI AI, Inc. during the summer of 2017. I was impressed by his passion on research and development, as well as his programming skills with python. He was very productive on the programming tasks and he also can take on new tasks even in the field he is not familiar with. In each weekly meeting, he can present his understanding on deep learning and some state-of-the-art methods. I have a very nice experience working with him.
Credentials
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Machine Learning
Coursera Course CertificatesJan, 2017- Nov, 2024
Experience
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TuSimple
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United States
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Software Development
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400 - 500 Employee
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Research Engineer III
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Oct 2021 - Present
Key Project: - Virtual run and event auto diagnosis in autonomous driving system. Key Project: - Virtual run and event auto diagnosis in autonomous driving system.
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Microsoft
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United States
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Software Development
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700 & Above Employee
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Machine Learning Scientist II, Applied Scientist
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Jun 2019 - Oct 2021
Key Projects:- PPT Designer slide recommendation based on content- Neural rewrite in Word and Outlook- Forms data pipeline building and modeling
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Machine Learning Scientist, Applied Scientist
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Feb 2018 - Jun 2019
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Graphen
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United States
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Software Development
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1 - 100 Employee
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Software Engineer Intern
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Sep 2017 - Dec 2017
Working on computer vision and NLP algorithm in cognitive robots Working on computer vision and NLP algorithm in cognitive robots
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Columbia University
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United States
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Higher Education
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700 & Above Employee
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Teaching Assistant
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Sep 2017 - Dec 2017
TA of Big Data Analysis class TA of Big Data Analysis class
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OMNI AI, Inc.
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Houston, Texas Area
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Machine Learning Research Intern
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Jun 2017 - Aug 2017
➢ Design architecture for the common classification problems. ➢Manipulate different object detection database including VOC, COCO, KITTI using Python while trying to develop the toolkit to build our own database. ➢Explore the state-of -art localization methods including R-CNN family, YOLO, SSD, RRC. Do experiment with these models while trying to design and train our own model for a specific application. ➢ Design architecture for the common classification problems. ➢Manipulate different object detection database including VOC, COCO, KITTI using Python while trying to develop the toolkit to build our own database. ➢Explore the state-of -art localization methods including R-CNN family, YOLO, SSD, RRC. Do experiment with these models while trying to design and train our own model for a specific application.
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Zhejiang University
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China
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Higher Education
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700 & Above Employee
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Researcher Assistant
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Jul 2015 - Sep 2015
➢Built a development environment in Unix and completed the programming in Python via Django framework ➢Identified and classified the data of backend database (MySQL) through a certain algorithm and provided them to the frontend developer ➢Built a development environment in Unix and completed the programming in Python via Django framework ➢Identified and classified the data of backend database (MySQL) through a certain algorithm and provided them to the frontend developer
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Education
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2016 - 2017
Columbia University in the City of New York
Master's degree, Electrical, Electronics and Communications Engineering -
2012 - 2016
Zhejiang University
Bachelor of Engineering (B.E.), Electrical and Electronics Engineering -
2014 - 2014
National Chiao Tung University
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