Melanie Manguin
Staff Data Scientist
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolMelanie Manguin is a Staff Data Scientist in the Bay Area with 11 years of experience building product-facing analytics and ML solutions across payroll, benefits, rideshare, cybersecurity, and energy domains. A UC Berkeley and École des Ponts alumnus, she combines rigorous operations research training with hands-on experimentation to drive data-informed product decisions and measurable business impact. At companies like Gusto and Lyft she translated complex product questions into metrics and tests that materially improved conversion, retention, and monetization. She’s equally comfortable building production forecasting models (wind power forecasting, fraud detection, leak detection) and designing constrained optimization systems for allocation and recommendations. Passionate about social and environmental impact and women’s empowerment in tech, she brings cross-functional leadership, curiosity, and a perfectionist’s attention to detail to every project. Outside work she’s an avid runner and violinist, a hint of the discipline and creativity she applies to data problems.
11 years of coding experience
4 years of employment as a software developer
Master’s Degree Industrial Engineering and Operations Research, Master’s Degree Industrial Engineering and Operations Research at University of California, BerkeleyMaster’s Degree Industrial Engineering and Operations Research, Master’s Degree Industrial Engineering and Operations Research at Ecole Nationale des Ponts et ChausséesClasse préparatoire aux Grandes Ecoles PCSI/PSI*, Classe préparatoire aux Grandes Ecoles PCSI/PSI* at Lycée ChateaubriandMaster's degree Industrial Engineering/ Operations Research, Master's degree Industrial Engineering/ Operations Research at École nationale des ponts et chaussées
French, English, Spanish, ChineseGithub contributions (5)
manguinm/food-app-project
Mar 2017 - Sep 2017
Contributions:6 pushes, 1 branch in 6 months
manguinm/dataiku-challenge
May 2017 - May 2017
Contributions:25 pushes, 1 branch in 5 days
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.