Monica Agrawal
Assistant Professor at Duke University
📍 Cambridge, Massachusetts, United States
Monica Agrawal is an Assistant Professor at Duke University and the Co-Founder of Layer Health. Her work focuses on developing interpretable machine learning models for healthcare to personalize treatment and understand disease. She holds a PhD from MIT and a Masters degree from Stanford University.
At Stanford, she received the Frederick Emmons Terman Engineering Scholastic Award, which is awarded to the top five percent of the senior undergraduate engineering class.
Read the full overview →Experience
4 Years
Current Role
Assistant Professor
Job Level
Junior
Location
Cambridge, Massachusetts, United States
Personality Overview
Personality insights not availableWe need more social data to generate the DISC analysis and selling playbook. The professional details below are still available.
Priorities
Topics Monica cares about
AI in Healthcare
Her academic research at Duke and her startup, Layer Health, are both dedicated to applying machine learning to solve complex problems in healthcare and clinical data.
Interpretable AI
A core focus of her research is creating machine learning models whose decision-making processes are transparent and understandable, especially for clinical applications.
Career
Work history
7-2024
Assistant Professor
Duke University
1-2023
Co-Founder
Layer Health
5-2018 - 8-2018
Software Engineering Intern
Flatiron Health
7-2017 - 9-2017
Software Engineering Intern
Google
6-2016 - 8-2016
Software Engineering Intern
Flatiron Health
In the press
Media appearances
Duke University Sets New National Standard for Safe, Scalable AI in Health Care. Featured in Duke Health Corporate News
See now
Education
2018 - 2-2023
Doctor of Philosophy - PhD
Massachusetts Institute of Technology
2016 - 2018
Master’s Degree
Stanford University
Social presence
Other Duke University Employees
Explore more public profiles from related professionals.
More profiles
Discover additional public profiles from our index.
Search more profiles
Looking for someone else? Search here for anyone.