Jayanth Sivakumar
Lead Data Science Engineer - Digital Identity Resolution
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolJayanth Sivakumar is a Lead Data Science Engineer specializing in digital identity resolution with a decade of experience bridging AI research and enterprise impact. He combines deep academic training (PhD in Systems Science) and hands-on work in GANs, Bayesian sequential learning, and privacy-preserving synthetic data with productionized analytics in finance and other regulated industries. At Citi he led omni-channel analytics and initiatives projected to deliver $0.3B+ in incremental deposits, modernizing pipelines and migrating legacy models to scalable Python deployments. Known for mentoring distributed teams and influencing senior stakeholders, he translates complex modeling into executive-ready storylines and measurable ROI. Now based in Bengaluru, he spots opportunities where small-data predictive techniques and privacy-aware synthetic generation unlock business value. Less obvious: he pairs a strong theoretical toolkit with practical campaign-level test-and-learn strategies, making him effective at both research innovation and revenue-focused execution.
10 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy - PhD Systems Science and Theory, Doctor of Philosophy - PhD Systems Science and Theory at Binghamton UniversityBachelor's degree Computer Engineering, Bachelor's degree Computer Engineering at Anna University Chennai
English, German, Malayalam, TamilProgramming languages (2)
Github contributions (5)
jsivaku1/GenerativeMTD
Feb 2022 - Aug 2025
Contributions:5 PRs, 15 pushes, 5 branches in 3 years 6 months
jsivaku1/Resume
Jan 2017 - Nov 2021
Contributions:1 push, 1 branch in 4 years 10 months
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