Data Scientist who proactively seeks knowledge, capable of rapidly incorporating and contributing to new complex projects. Leverages economic intuition to uncover insightful relationships within complex data, fostering data-driven decision making.
Overview
7
7
years of professional experience
Work History
Data Scientist
Booz Allen Hamilton (CMS Contractor)
03.2024 - Current
Developed highly accurate text classification model using transfer learning to proactively identify potential production defects, leading to reduced cost for agency and improved user experience.
Employed advanced tuning techniques, including cross-validation and data augmentation, to optimize model performance and minimize false negatives, leading to 10% increase in instances identified (recall).
Created custom SQL queries to extract and analyze critical data from Jira, enabling data-driven insights into software quality and identifying areas for improvement, like identifying other mislabeled issues.
Debug and automate model training and evaluation, reducing manual effort and accelerating experimentation.
Structure script development workflows by using Jira for task management and GitHub for code repositories, fostering collaboration and efficient project delivery.
Data Analyst
Aver LLC (ICE Contractor)
02.2023 - 03.2024
Create cost-per-action, trend-over-time, resource-allocation ratio, and other metrics, using 10+ R scripts to extract, transform and connect data to Tableau Dashboard.
Introduce detailed documentation into R scripts, reverse-engineer model update steps, and map out data flows into instructions and visual guides.
Craft tailored R functions to speed up data read-in up to 10x faster, automate quarterly model updates, and translate excel data processing into R to reduce weeks of work into days with increased accuracy.
Overhaul 80+ sheet Tableau Dashboards' visuals and calculations to better drive narrative and highlight Key Performance Indicators, based on customer feedback.
Research Associate
Bowery Valuation
08.2022 - 01.2023
Generate time series charts of macroeconomic data to guide millions of dollars in Real Estate appraisals.
Develop Python scripts to create 100's of demographic reports critical to commercial appraisals process with calculations and researched statistics justifying millions of dollars of value.
Develop and maintain government data extraction API using Requests library to facilitate efficient g data access.
Sales Administrator
MAC Aerospace
08.2018 - 05.2021
Clean and format 10000's of rows of aircraft part/components catalogs using Excel, leading to sales team consistently outselling rest of company.
Budget Assistant
USDA Financial Management Office
06.2017 - 06.2018
Contribute ad-hoc reporting, funds management and trial balance report using SAP accounting system, as well as update various Finance management Excel reports.
Senior Consultant Business Analyst/Technical Requirements Analyst at Booz Allen HamiltonSenior Consultant Business Analyst/Technical Requirements Analyst at Booz Allen Hamilton