Work Experience

Assistant Instructor, Artificial Intelligence

University of Pennsylvania & edX Boot Camps — Remote
April 2024 – Present

Senior Data Scientist

JPMorgan Chase — San Francisco, CA
July 2023 – April 2024

Senior Quantitative Developer, Statistical Modeling

First Republic Bank — San Francisco, CA
September 2022 – June 2023

Quantitative Developer, Statistical Modeling

First Republic Bank — San Francisco, CA
June 2019 – September 2022

Assistant Instructor, Financial Technology

UC Berkeley & edX Boot Camps — Berkeley, CA
September 2021 – May 2023

Projects

Data Fellow/Data Scientist

Delta Analytics & CareerVillage.org — San Francisco, CA
2021
Our team at Delta Analytics partnered with CareerVillage.org to enhance the platform’s ability to match students’ career-related questions with professionals, focusing on improving the relevance of email recommendations. Using insights from the occupation dataset we developed in 2020, we analyzed user trends and evaluated the existing recommendation algorithms. Our findings revealed a need for improvements in matching accuracy, and we proposed enhancements using a bag-of-words model. Additionally, we developed comprehensive unit tests to help CareerVillage improve their algorithm’s effectiveness. Our work provided actionable insights and recommendations that CareerVillage prioritized for further implementation.

Data Fellow/Data Scientist

Delta Analytics & CareerVillage.org — San Francisco, CA
2020
Our team partnered with CareerVillage.org to help improve their platform’s ability to deliver personalized career advice to underserved students. By analyzing user engagement and interaction data, we optimized how career-related questions were categorized and matched with professional responses, helping students receive more relevant guidance. We also developed tools to monitor key platform metrics, enabling CareerVillage to better assess their impact. Throughout the project, we maintained the highest standards of data privacy and confidentiality in line with our agreement with CareerVillage.

▶️ Watch CareerVillage Founder’s Testimonial

Professional Bodies

  • GradStat (Graduate Statistician) & Data Science Professional: Royal Statistical Society (RSS)
  • Member: Society for Industrial and Applied Mathematics (SIAM)
  • Member: Association for Computing Machinery (ACM)