Svetlana Vinogradova
Senior Data Scientist
New York, New York, United States
Summary
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Senior🎓
Top SchoolSvetlana Vinogradova is a Senior Data Scientist with a decade of expertise in machine learning, applied statistics, and end-to-end model delivery across batch and real-time systems. She has led cross-functional teams to launch customer-facing recommendation engines, clinical algorithms for blood pressure trends, and safety evaluation frameworks for LLM-driven patient interactions, consistently turning analytics into product and investment decisions. Her background in bioinformatics and a PhD-style research trajectory underpin rigorous experimentation, causal inference, and reproducible data engineering practices. Comfortable mentoring practitioners, she teaches tidyverse workflows part-time and has repeatedly built data functions from scratch—combining academic publications and production code to drive user acquisition and clinical impact. Notably, she blends domain depth in healthcare with large-scale consumer analytics, enabling both compliant model governance and measurable business outcomes.
8 years of coding experience
11 years of employment as a software developer
Lomonosov Moscow State University
French, Russian, English, German
Github Skills (15)
seq10
rna-seq9
chip-seq8
r-package7
bioinformatics7
api6
plumber6
r5
api-server5
shiny3
server-side2
htmlwidgets2
cdc1
file-access1
ui-components1
Programming languages (5)
Github contributions (5)
kintany/teaching-website
Apr 2020 - Mar 2025
Contributions:72 pushes, 3 branches in 4 years 11 months
gimelbrantlab/magic
Aug 2017 - Mar 2019
Contributions:188 commits, 11 PRs, 165 pushes in 1 year 6 months
seqchip-seqidentifychip
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