Raleigh-Durham-Chapel Hill Area
- Consulted for Tally Street, a startup company that provides virtual accountant service for B2B - Built and delivered a ‘deduplication’ microservice (a python package and a API) for Tally Street, that identifies duplicate records from semi-structured, messy and inaccurate customer profile data - Created a customized business metric based on cosine and Haversine distance that provides a matching score between records to the end user - Created augmented data for validation and achieved a F1-score of 0.84
- Performed data analysis on Sacramento’s crime and 911 dispatch data to understand the effect of COVID-19 on crime in the city - Performed Welch’s t-test to determine that the city’s overall crime was reduced by 18% post COVID-19 - Identified that crime types related to public mental health are on the rise after COVID-19 and suggested public health campaigns and tools to improve public health