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Patrick Herbert Email & Phone Number
Machine Learning Researcher
at
Wilmer Eye Institute, Johns Hopkins Medicine
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✓ Verified Jul 2026
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Current company
Role
Machine Learning Researcher
Location
Baltimore, Maryland, United States
Company size
Who is Patrick Herbert? Overview
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Quick answer
Patrick Herbert is listed as Machine Learning Researcher at Wilmer Eye Institute, Johns Hopkins Medicine, a with 96 employees, based in Baltimore, Maryland, United States. AeroLeads shows a matched LinkedIn profile for Patrick Herbert.
Patrick Herbert previously worked as Research Assistant at The Johns Hopkins University and Research Assistant at The Johns Hopkins University. Patrick Herbert holds Bachelor'S Degree, Applied Mathematics, Senior from Johns Hopkins Whiting School Of Engineering.
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Email format at Wilmer Eye Institute, Johns Hopkins Medicine
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Wilmer Eye Institute, Johns Hopkins Medicine
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Profile bio
About Patrick Herbert
Experienced AI Researcher with a strong background in machine learning, statistics, and data analysis. Published author with a track record of developing and implementing AI solutions in healthcare settings.
Listed skills include Leadership, Presentation Skills, R, Data Science, and 18 others.
Current workplace
Patrick Herbert's current company
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Wilmer Eye Institute, Johns Hopkins Medicine
Employees
96
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4 roles
Patrick Herbert work experience
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Machine Learning Researcher
CurrentDeveloping machine learning algorithms that allow for sensitive and specific identification of patients at risk of undergoing rapidly progressing glaucoma.
May 2021 - Present
Research Assistant
- Implemented mixed integer linear programming (MILP) to evaluate deep learning model vulnerabilities and developed a pruning algorithm to identify critical neurons.- Applied adversarial training techniques and MILP formulations to compare original and pruned networks, revealing unexpected improvements in both accuracy and robustness. Utilized confusion matrix analysis and created visualizations using matplotlib to present findings.
May 2020 - Dec 2021
Research Assistant
- Imported and assessed fMRI scans of human test subjects for a series of projects using Python- Trained a model on limited data using cross-validation in order to predict neural representations when given a target word- Applied Monte Carlo permutation tests to evaluate statistical significance between the model's predictions and the actual data- Produced data visualizations to aid in the presentation of our results
Aug 2018 - Jan 2020
2 education records
Patrick Herbert education
Bachelor'S Degree, Applied Mathematics, Senior
Education record
FAQ
Frequently asked questions about Patrick Herbert
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What company does Patrick Herbert work for?
Patrick Herbert works for Wilmer Eye Institute, Johns Hopkins Medicine.
What is Patrick Herbert's role at Wilmer Eye Institute, Johns Hopkins Medicine?
Patrick Herbert is listed as Machine Learning Researcher at Wilmer Eye Institute, Johns Hopkins Medicine.
Where is Patrick Herbert based?
Patrick Herbert is based in Baltimore, Maryland, United States while working with Wilmer Eye Institute, Johns Hopkins Medicine.
What companies has Patrick Herbert worked for?
Patrick Herbert has worked for Wilmer Eye Institute, Johns Hopkins Medicine and The Johns Hopkins University.
How can I contact Patrick Herbert?
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What schools did Patrick Herbert attend?
Patrick Herbert holds Bachelor'S Degree, Applied Mathematics, Senior from Johns Hopkins Whiting School Of Engineering.
What skills is Patrick Herbert known for?
Patrick Herbert is listed with skills including Leadership, Presentation Skills, R, Data Science, C, Matlab, Data Analysis, and Tensorflow.
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