Edward Liu in

Edward Liu

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Staff Data Scientist at Verily
📍 Mountain View, California, United States

Edward is a Staff Data Scientist at Verily, specializing in AI and machine learning for healthcare challenges. A graduate of Columbia University, he has a strong background in developing NLP and ML systems to extract insights from electronic health records and improve clinical trial matching at firms like Paradigm Health and Flatiron Health.

Outside of his primary roles, Edward is passionate about using AI to create a more equitable and effective healthcare system. He has also volunteered his data science expertise for civic causes, developing machine learning models to forecast elections with Tech for Campaigns.

His team at Paradigm Health was showcased by OpenAI for their work in using GPT-4 to accurately extract clinical data from unstructured patient documents.

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Experience
9 Years
Current Role
Staff Data Scientist
Location
Mountain View, California, United States
Personality Overview

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Priorities

Topics Edward cares about

AI in Healthcare
His entire career is dedicated to applying AI/ML to solve real-world healthcare problems, from clinical trials to extracting insights from electronic health records.
Clinical Data Extraction
Led teams at Paradigm and Flatiron Health building NLP and LLM-based systems to extract and structure data from messy, unstructured patient documents.
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Career

Work history

6-2025
Staff Data Scientist
Verily
6-2023 - 2-2025
Staff ML Engineer
Paradigm Health
7-2021 - 6-2023
Senior Data Scientist
Flatiron Health
12-2018 - 7-2021
Senior Software Engineer
Flatiron Health
9-2018 - 9-2019
Data Scientist Volunteer
Tech for Campaigns
In the press

Media appearances

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Education
2014 - 2016
Master of Science
Columbia University
2010 - 2014
Bachelor of Science
Columbia University
Social presence
in
Behavioral profile

DISC profile (public)

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