# Abigail Luo

> Software Engineer at Google

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

I am a software engineer at Google, focusing on Ads ML. Before onboarding the Tech industry, I spent three years at Aetna/CVS Health, as a data scientist, where I was a member of the pricing optimization team, and responsible for predictive pricing modeling, bid simulation automation, data pipeline, and pilot monitoring for the underwriter renewal premium quoting. 
Prior to my professional career, I graduated with a Master's degree in Mathematics of Finance from Columbia University, and a Bachelor's degree in Finance with a track in International Banking. 

- Columbia Mathematics in Finance (MAFN) Class of '21
- EFZ 1503

## Work Experience
### Software Engineer @ Google
Jan 2024 – Present | New York, United States
Ads ML Optimization

### Data Scientist @ Aetna, a CVS Health Company
Jan 2021 – Jan 2024 | New York, United States
I was a member of Pricing Optimization Team within Growth Analytics. Our model inference provides underwriters with insights/guidance for renewal premium quoting. The business impact is estimated from bid simulation, and evaluated by selected-market A/B testing. 

My focus areas are:

1) Bid Simulation Auto & Upgrade 
2) Data Pipeline with Drift Detection; 
3) ML predictive modeling; 
4) GCP production & pilot monitoring.

### Research Assistant @ Carnegie Mellon University
Jan 2018 – Jan 2018
ML Search & Recommendation, advised by Prof. Siyuan Liu


## Education
### Master's degree in Mathematics in Finance
Columbia University

### Cross Registration in Advanced Corporate Finance
Columbia Business School

### Bachelor's degree in Finance, International Banking
Shanghai University of International Business and Economics

### No. 2 High School of East China Normal University


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

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Source: https://flows.cv/abigailluo
JSON Resume: https://flows.cv/abigailluo/resume.json
Last updated: 2026-04-05