Clara-Lea Bonzel Email & Phone Number

Cambridge, MA, US

• Built deep learning models for incident phenotyping in longitudinal EHR
• Developed a standard for evaluating the quality of EHR data, by definingbenchmarks using data from multiple healthcare institutions
• Drove projects across 96 hospitals in 7 countries at 4CE, the international consortium for EHR data-driven studies that address critical questions about COVID-19

As a federal contractor, improved the accuracy of machine learning phenotyping algorithms for the use of the U.S. Department of Veterans Affairs and Oak Ridge Laboratories

Analyze Boston Children’s Hospital’s 2.5 million patient EHR database to create a knowledge network and compare it to adult population

Carried on genomic data analyses in collaboration with Mass General and Brigham and Women’s hospitals

Coordinated with UnitedHealthCare to improve precision medicine of type 2 diabetes, including disease subtypes and health disparity, by analyzing insurance claims data

Genève, Canton De Genève, Suisse

• Trained NLP models to analyze over 5 million news articles, in collaboration with the Swiss Data Science Center
• Built a Tableau dashboard to allow managers to directly visualize and use the results
• Onboarded company executives onto cutting edge ML/statistical techniques viaweekly executive training workshops and presentations

Graduate Research Project, Biostatistics

Master'S Degree, Applied Mathematics, Financial Engineering

Bachelor'S Degree, Mathematics

Baccalauréat S