Andrea Navarrete

Senior Data Scientist

Greater Mexico City, State of Mexico
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Summary

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Senior
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Top School
Andrea Navarrete is a Senior Data Scientist with a decade of experience applying machine learning and data engineering to product and policy problems across fintech, govtech, and consumer platforms. She has led data science teams at SeatGeek and shipped high-impact models at companies like Better and Tala, blending research-grade techniques from Columbia's MS in Data Science with production-focused delivery. Her background includes policy-oriented projects—early warning systems for police and NLP-driven citizen petition classification—demonstrating strength in socially impactful analytics. Comfortable with spatial, topic-modeling and time-series problems, she has applied ML to mortgage valuation, urban expansion, and program-targeting dashboards for Mexico’s social development agency. Based in Greater Mexico City, she combines international training and public-sector experience to bridge technical rigor with pragmatic product outcomes. Colleagues describe her as a data scientist who moves smoothly from prototype research to scalable, auditable models in production.
code10 years of coding experience
job10 years of employment as a software developer
bookBachelor of Science - BS Applied Mathematics (semester abroad), Bachelor of Science - BS Applied Mathematics (semester abroad) at Trent University
bookMaster of Science - MS Data Science, Master of Science - MS Data Science at Columbia University
bookBachelor of Science - BS Applied Mathematics, Bachelor of Science - BS Applied Mathematics at Instituto Tecnológico Autónomo de México
languagesSpanish, English
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Github Skills (20)

predict10
python10
data-science10
scikit10
statistics10
machine-learning10
scikit-learn10
data-analysis10
intervention9
prediction9
modeling8
artificial-intelligence7
integral7
pipeline4
statistical-models4

Programming languages (3)

RJupyter NotebookPython

Github contributions (5)

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andreanr/UrbanExpansion

Jun 2017 - Sep 2017

Contributions:70 commits in 2 months
andreanr/ExpansionUrbana

Jul 2016 - Oct 2018

Contributions:12 pushes, 3 branches in 2 years 3 months
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Andrea Navarrete - Senior Data Scientist