# Shirley Xu

> Software Engineer at Bloomberg

Location: New York, New York, United States
Profile: https://flows.cv/shirleyxu

## Work Experience
### Software Engineer @ Bloomberg
Jan 2022 – Present | New York City Metropolitan Area

### Software Engineer I @ Octane
Jan 2021 – Jan 2022 | New York City Metropolitan Area
Growth Data Products

### Data Analyst @ Octane
Jan 2021 – Jan 2021 | New York City Metropolitan Area
Data Engineering Team

### Software Engineer @ Sandpaper Medical
Jan 2020 – Jan 2020 | Pittsburgh, Pennsylvania, United States
Collaborated with engineers in a product-driven team to develop and maintain digital assistants (IVR and Chatbot) in the healthcare field.

### Data Science Intern @ Zurich North America
Jan 2019 – Jan 2019 | New York City Metropolitan Area
Implemented data pipelines to automate data acquisition, preprocessing, and standardization processes. Built a sprinkler data enrichment tool that enhanced data quality of the internal databases by 18%. Applied LDA topic models to analyze claim notes and identified causes and trends of water damages.

### Data Analytics Intern @ ZUMATA
Jan 2017 – Jan 2017 | Singapore
Developed feature extraction tools in Python and R for fuzzy address matching and auto-correction. Utilized machine learning tool dedupe.io to significantly reduce the time of de-duplicating hotel records by 96%.


## Education
### Master of Science - MS in Data Science
New York University

### Bachelor of Arts - BA in Statistics
Mount Holyoke College

### Japanese
Doshisha University


## Contact & Social
- LinkedIn: https://linkedin.com/in/shirleyxxy

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Source: https://flows.cv/shirleyxu
JSON Resume: https://flows.cv/shirleyxu/resume.json
Last updated: 2026-03-29