Madison Kohls
Data Scientist
San Francisco Bay Area United States
Summary
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Top SchoolMadison Kohls is a Senior Data Scientist based in the San Francisco Bay Area with five years of experience applying statistical rigor and machine learning to growth and monetization challenges at Figma. A double major in Mathematics of Computation and Statistics & Data Science from UCLA with a theater minor, she blends strong quantitative foundations with clear storytelling and cross-functional communication. Her background includes analytics internships at Instagram and Meta—where she worked on AR privacy—and academic teaching in multivariable calculus and linear algebra, reflecting both practical product impact and deep technical mentoring. At Figma she has progressed from Data Scientist to Senior Data Scientist, focusing on experiments and models that drive user engagement and revenue. Colleagues know her for translating complex models into actionable product insights and for bringing a creative, human-centered perspective to data problems.
5 years of coding experience
B.S. in Mathematics of Computation | B.S. in Statistics and Data Science | Minor in Theater, (GPA) 3.97, B.S. in Mathematics of Computation | B.S. in Statistics and Data Science | Minor in Theater, (GPA) 3.97 at University of California, Los AngelesHigh School Diploma, (GPA) 4.6, High School Diploma, (GPA) 4.6 at Santa Clara High School
English, Spanish
Github Skills (5)
preference7
tracks7
journal6
music5
react4
Programming languages (3)
Github contributions (5)
madisonkohls/melody-mapper
Jan 2021 - Mar 2021
Web App that tracks mood, music preference, and journal entries
Contributions:65 commits, 11 PRs, 58 pushes in 1 month
preferencereactjournaljournal-entriesmusic
the-data-science-union/DSU-W21-Personality
Jan 2021 - Mar 2021
Contributions:37 pushes in 1 month
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