Soodi Milanlouei
Senior Data Scientist
Burlingame, California, United States
Summary
👤
Senior🎓
Top SchoolSoodi Milanlouei is a Senior Data Scientist based in Burlingame, CA with a decade-plus of cross-sector experience blending academic rigor and enterprise impact. With a PhD in Industrial Engineering, she has led data science teams at Liberty Mutual—building NLP and LLM-driven fraud detection, AutoGluon models for policy profitability, and real-time pipelines that cut model retraining cycles—before joining Meta. Her work spans production ML for real-time bidding, network analysis for Special Investigations, Bayesian media-mix modeling, and published research on longitudinal cohort and 3D network problems, evidencing strong probabilistic and systems thinking. Known for mentoring colleagues and translating textual and structured data into pricing, risk, and monetization strategies, she combines research-grade methods with pragmatic product outcomes. An outsider-noticeable strength is her ability to integrate unstructured corporate filings and call-center transcripts into revenue-driving models, demonstrating both domain breadth and operational delivery.
9 years of coding experience
10 years of employment as a software developer
Bachelor of Science (BS), Industrial Engineering, Bachelor of Science (BS), Industrial Engineering at Iran University of Science and TechnologyDoctor of Philosophy (Ph.D.), Industrial Engineering, Doctor of Philosophy (Ph.D.), Industrial Engineering at Northeastern UniversityMaster of Science (MS), Industrial Engineering, Master of Science (MS), Industrial Engineering at Sharif University of Technology
English
Github Skills (13)
causal10
causal-inference9
modeling9
machine-learning8
fairness-ml8
community-detection7
leiden7
machine-learning-algorithms7
deep-learning6
inference6
clustering-algorithm6
python3
igraph3
Programming languages (1)
Github contributions (5)
soodimilani/DataAnalysisWithPython
Oct 2016 - Oct 2016
Contributions:2 commits, 108 pushes, 1 branch in 1 day
soodimilanlouei/EWAS-NHS
Jun 2019 - Sep 2020
Contributions:2 releases, 129 pushes, 2 tags in 1 year 3 months
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