Roni Kobrosly
Distinguished Engineer - AI ML (Cloud Operations Resilience Engineering)
Silver Spring, Maryland, United States
Summary
👤
Senior🎓
Top SchoolRoni Kobrosly is a Distinguished Engineer with 11 years of experience building and scaling AI/ML systems for enterprises and startups, currently leading cloud operations resilience and observability at Capital One. He combines hands-on engineering—shipping GenAI and ML solutions that saved millions and shortened review cycles—with team-building experience as a former Head of Data Science who grew teams and launched revenue-generating NLP products. Roni excels at making complex, agentic AI and causal inference systems reliable in production and translating technical work into operational impact like earlier failure detection and SLO forecasting. A practiced mentor, conference speaker, and open-source maintainer (creator of tools like Data Compass AI and RetroFlow), he prefers high-agility engineering environments where technical rigor beats bureaucracy. His background in epidemiology and public-health research gives him uncommon expertise in causal methods and large-scale data pipelines that inform robust product experimentation and decision-making.
11 years of coding experience
8 years of employment as a software developer
M.P.H., Epidemiology, M.P.H., Epidemiology at University of MichiganB.A., Biology, B.A., Biology at Rice UniversityPhD, Epidemiology, PhD, Epidemiology at University of Rochester School of Medicine and Dentistry
English, Spanish
Github Skills (134)
density-estimation10
causal-discovery10
simulations10
overleaf10
causality10
controlling10
latex10
statsmodels10
resume10
job-application10
data-visualization10
causal10
causal-inference10
bayesian10
xelatex10
Programming languages (6)
Github contributions (5)
ronikobrosly/awesome-data-leadership
Mar 2022 - Jan 2023
A curated list of awesome posts, videos, and articles on leading a data team (small and large)
Contributions:9 reviews, 163 commits, 5 PRs in 10 months
data-sciencevideosteam-datamachine-learningposts
ronikobrosly/movie-project
Jan 2016 - Nov 2020
Contributions:2 pushes, 1 branch in 4 years 10 months
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