Sonam Choudhary
Senior Data Scientist
United States
Summary
👤
Senior🎓
Top SchoolSonam Choudhary is a Senior Data Scientist with eight years of experience applying machine learning and NLP to financial products, currently building scalable models at Walmart after roles at BILL, MX, and Symantec. She specializes in text classification, entity recognition, anomaly detection, customer segmentation, and recommendation systems, with hands-on experience deploying and monitoring models for performance and fairness. Her academic work on algorithmic fairness led to a peer-reviewed test-bed for comparing accuracy and fairness metrics, bridging research and production. Known for cross-functional collaboration with engineers, product managers, and designers, she focuses on pragmatic solutions that improve financial outcomes for millions of users. Sonam stays current with new tools and emphasizes model robustness and fairness—an approach informed by both industry deployments and her graduate research.
8 years of coding experience
9 years of employment as a software developer
The University of UtahBachelor of Engineering (B.E.) Information Technology, Bachelor of Engineering (B.E.) Information Technology at Panjab University
English, Hindi
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (7)
benchmarking8
fairness-ml8
machine-learning6
climate-change2
auditing1
machine-learning-models1
robustness1
Programming languages (2)
Github contributions (5)
SonamChoudhary/dataviscourse-pr-climate_change
Oct 2017 - May 2018
Contributions:1 PR, 35 pushes, 3 branches in 6 months
climateclimate-change
SonamChoudhary/DataVisualization
May 2018 - May 2018
Contributions:49 pushes, 1 branch in 1 day
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