Data Science Intern
Dictionary.com
Improved advertisement pricing bucket logistic regression precision and recall by 1% each through discovery of impactful features based on impression-level data
Utilized MongoDB to obtain example sentence data and apply NLP techniques such as word similarity and sentiment analysis to optimize classification of sentence appropriateness
Initiated idea for Collaborative Filtering based recommendation system using word2vec and Jaccard Similarity in 1st place Hackathon project that would allow users to see which relevant words similar users have searched
November 2018 - July 2019
Data Analyst
Boston Children's Hospital
Identified gaps in enterprise’s tracking of the ‘boarder population’ (stuck patients that use 2% of the institution’s beds) and launched a monthly data extraction and analysis via MicroStrategy for presentation to senior department and hospital leadership
Created a monthly audit report on electronic medical record (EMR) documentation of patient risk for harm to self and others for Child and Adolescent Psychiatry Fellows; compliance increased by 15%
December 2016 - June 2018
Research Data Coordinator, Psychiatry
Boston Children's Hospital
Collected, analyzed, and displayed key metrics for senior leadership via reports, presentations, and dashboards across 7 service areas with more than 4,000 patients annually
Executed complex queries in large relational data warehouse
July 2015 - December 2016