Daniel Berman Email & Phone Number

New York, NY, US

New York, New York, United States

Bedford, Massachusetts

- Leveraged a variety of techniques from deep learning, traditional machine learning, and statistical analysis to solve problems in the public interest, often focusing on healthcare- Co-authored and presented abstract on the use of machine learning to detect obstructive coronary artery disease from PET scans of the heart at the Society of Nuclear Medicine.

Bedford, Massachusetts

• Identified and analyzed key states of opioid use across NH residents using medical and prescription insurance claims (in Python and SQL)
• Built visualizations to communicate findings to stakeholders
• Derived physician specialty based on diagnosis and procedure codes using topic modeling (LDA)
• Created novel metrics for evaluation of the topic model

Jersey City, NJ

• Worked in Ruby on Rails and Angular2 to develop and maintain internal and client facing web applications, each critical to the company’s managed cloud services.
• Expanded and supported global cloud supplier integration (including Amazon, Google, Azure, and Alibaba) by building out internal APIs, creating new views, developing and maintaining internal mailer reports.
• Wrote RSpec tests for all new code.

Greater Boston Area

• Psychiatric researcher in neuroimaging lab investigating structural and functional biomarkers of schizophrenia and bipolar disorders
• Wrote Python program to simplify and streamline lab wide manual MRI editing/preprocessing. The program helps the lab meet weekly and monthly preprocessing quotas by tracking editing process; it streamlines.
• Wrote Python program to facilitate efficient large batch preprocessing of MRI images and maintain database organization. The lab consistently relies on this program to speed up processing of new datasets.
• Debugged and implemented Bash DTI preprocessing pipeline, used on ongoing basis to prepare images for analysis of brain’s white and grey matter.
• Contributed to preliminary analysis of imaging data in R.
• Coauthored academic article published in Biological Psychology (May 2017)

Greater New York City Area

• Increased tweet impressions by 71%; Gained 91% more Twitter followers.
• Researched and evaluated sector based conferences, networking organizations, and architectural awards. Composed award submission.
• Optimized and implemented Cosential CRM platform to track business development leads.
• Organized and executed architectural photo-shoot. Edited images for use in marketing material.

Greater Boston Area

HipDaddy (hipdaddy.com) is a lifestyle brand with the mission to inform, connect, and empower the modern dad. As a marketing and content intern at this start up, I worked with the company's founder to brainstorm, research, and write contributions to the brand's online content. I helped recruit innovative, noteworthy fathers to participate in the.

Master Of Science - Ms, Computer Science

Computer Science, Cognitive & Brain Sciences

High School, Liberal Arts