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matthew zhao
senior software engineer, machine learning
About
Matt Zhao is a highly skilled Software Engineer and Research Scientist with almost 10 years of relevant experience in the field. He is currently working at Google as a Software Engineer, Machine Learning, where he is involved in Google Research, Biometric Authentication. Prior to joining Google, Matt worked at Amazon as a Software Development Engineer II, where he was responsible for building a pipeline to facilitate finetuning of a pretrained bi-LSTM-CRF model for NLU (intent and entity recognition) with Docker containers to fit inside existing workflow. He also productionized end-to-end inference stack running Intent Classification and NER for dialog system. One of his notable achievements at Amazon was designing a POMDP dialog simulator that generates dialogs via self-play between a seeker and provider agent, which was accepted to NeurIPS 2020: Human in the Loop Dialogue Systems Workshop. Before Amazon, Matt worked as a Research Assistant at Stanford University School of Medicine, where he worked on multitask learning for medical images (radiographs). Matt holds a Bachelor of Science (B.S.) degree in Electrical Engineering and Computer Science from the University of California, Berkeley. He also attended Newport Senior High School. His technical skills include Software Engineering, Machine Learning, Natural Language Understanding (NLU), Android, and Docker. Matt is a highly motivated individual with a passion for technology and innovation. He is always looking for new challenges and opportunities to learn and grow in his field.
Education Overview
Companies Overview
• stanford university school of medicine
• amazon
• ucsf medical center
• amplab uc berkeley
• model predictive control lab
• uc berkeley student technology services
• washington student math association
Experience Overview
10.6 Years
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Experience
Senior Software Engineer, Machine Learning
google | Mountain View, California, United States
2020 - Present
Undergraduate Student Researcher, Department of Radiology and Biomedical Imaging
ucsf medical center | San Francisco
2016 - 2019
Lead Software Developer, Residential Computing
uc berkeley student technology services | UC Berkeley
2015 - 2017
Skills
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amazon s3
amazon sqs
amazon web services
Android
Artificial Intelligence (AI)
bash
Business Intelligence (BI)
c
c#
cascading style sheets
communication
css
data science
django
Docker
git
hardware
java
javascript
leadership
mac os
machine learning
Machine Learning (ML)
microsoft excel
mobile application development
networking
NLU
perl
postgresql
project management
python
research
scheme
Software Engineer
sql
team building
unix
web development
wifi
windows
Windows
zsh
Contact Details
Email (Verified)
matXXXXXXXXXXXXXXXXXXXomMobile Number
+13XXXXXXX94Education
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