Jui Shah
San Francisco Bay Area United States
Summary
👤
Senior🎓
Top SchoolJui Shah is a Senior Machine Learning Engineer with eight years of experience building scalable, production-grade ML and fairness systems for large-scale recommendation and advertising platforms. Currently focused on optimizing TV-to-Web performance ads at Samsung Ads, she previously reduced bias computation time by orders of magnitude at LinkedIn and built a company-wide bias detection framework adopted across 15+ teams. Her background blends rigorous research—published work on knowledge-graph extraction and interpretable AI probing of transformers—with hands-on engineering that converts Python prototypes into Scala systems handling billions of daily inferences. Comfortable across the research-to-production lifecycle, she has applied temporal alignment, SHAP-driven explainability, and distributed computing to improve accuracy, fairness, and latency in real-world pipelines. Based in the San Francisco Bay Area, she pairs strong mathematical/statistical instincts with practical software craftsmanship, often surfacing subtle model failures before they reach users.
8 years of coding experience
2 years of employment as a software developer
School Education, School Education at Udgam School for Children - IndiaMaster of Science - MS, Computer Science, Master of Science - MS, Computer Science at University of Massachusetts AmherstBachelor of Technology, Information and Communication Technology, Bachelor of Technology, Information and Communication Technology at Dhirubhai Ambani Institute of Information and Communication Technology
Github Skills (34)
javascript9
genetic-algorithm9
open-source9
physics8
statistics8
mathematics8
interpreter8
visualization8
geometry8
caesar-cipher7
parallel7
linear-regression7
data-mining7
machine-learning7
python7
Programming languages (4)
Github contributions (5)
iesl/state-change-re
Jan 2022 - Apr 2022
Contributions:6 PRs, 50 pushes in 3 months
shahjui2000/CERN-HSF-Gsoc-20-Evaluation-Task
Mar 2020 - Sep 2022
Contributions:12 pushes in 2 years 6 months
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