Edward Liu
Staff Data Scientist @ Verily
About
I'm a machine learning engineer and data scientist passionate about using AI to solve real-world challenges, especially in healthcare. With over 8 years of experience, I’ve developed and deployed NLP and ML systems that drive impactful results, from improving clinical trial matching to extracting insights from electronic health records. Currently, I lead a team at Paradigm Health, building AI-powered systems for clinical data extraction and question-answering. I’m driven by the potential of AI to make healthcare more equitable and effective. Let’s connect!
United States
Mountain View
Hospital & Health Care
Algorithms, Java, Python, Matlab, R, LaTeX, HTML, CSS, JavaScript, Ruby on Rails, C, C++, Maya, PowerPoint
Experience
Staff Data Scientist
Verily
Leading R&D for EHR foundation models at Verily, an Alphabet precision health company.
Staff ML Engineer
Paradigm Health
New York, New York, United States
- Tech lead for the AI team extracting unstructured clinical information from electronic health records. - Built clinical question-answering engines and agentic systems for patient-trial matching.
Senior Data Scientist
Flatiron Health
New York, New York, United States
- Trained NLP models for extracting data elements from unstructured electronic health records. - Applied models to software features for improving clinical trial patient matching. - Built dashboards and analytics for measuring product usage and efficacy.
Senior Software Engineer
Flatiron Health
New York, NY
- ML and full-stack engineering for clinical trial matching - Data engineering for clinical trial data capture.
Data Scientist Volunteer
Tech for Campaigns
Worked on ML models for forecasting elections.
Data Scientist
TripleLift
New York, NY
Built low-latency ML models and auction strategies for programmatic real-time advertising.
Teaching Assistant
Columbia University
Visual Interfaces to Computers (MSTA Fellow) Object-Oriented Design Data Structures and Algorithms
Data Scientist Intern
Intent Media Inc.
New York, NY
Creative treatment optimization for display ads
Technology Analyst Intern
Goldman Sachs
New York, NY
Editor, writer
Columbia Center for Teaching and Learning
Computer Consultant and developer
Columbia Center for Teaching and Learning
Education
Columbia University
Computer Science
Machine Learning Track
Columbia University
Mathematics and Computer Science
Theory Track
Edward Liu's Contact Information
Phone
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