Subho Majumdar
Assistant Professor, Decision Sciences at Tola Capital
Bengaluru, Karnataka, India
Summary
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Senior🎓
Top SchoolSubho Majumdar is an assistant professor of Decision Sciences at IIM Bangalore and a practitioner-turned-researcher with over a decade of experience in trustworthy AI, machine learning, and statistics. He has led responsible AI initiatives across industry—founding the AI Vulnerability Database (AVID) to create MITRE ATT&CK/NIST-style standards for AI risks—and has driven product and revenue outcomes as Co-founder and Head of AI at Vijil. His career spans technical leadership roles at Twitch, Splunk, AT&T and GEICO, where he built fairness monitoring frameworks, productionized ML for security, and executed large-scale data audits uncovering bias in recommender systems. With a PhD in statistics, 50+ publications and 20+ filed patents, he blends rigorous academic methods with pragmatic engineering to make AI systems auditable and safe. Beyond research and startups, he influences policy and nonprofit ecosystems through founding initiatives like TrustML and ARVA, showing a rare mix of scholarly depth and impact-driven applied work. An interesting throughline: he repeatedly turns domain-specific insights (security, recommender systems, omics) into reusable platforms and standards that scale across organizations.
11 years of coding experience
13 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Statistics, Doctor of Philosophy (Ph.D.) Statistics at University of MinnesotaMStat Statistics, MStat Statistics at Indian Statistical Institute, Kolkata
English
Github Skills (13)
vulnerability-assessment10
ai9
hugo6
natural-language-processing4
python4
solve3
prompt-toolkit3
data-science3
nlp-machine-learning2
machine-learning2
automation-framework2
mlops2
open-source2
Programming languages (2)
Github contributions (5)
vijilAI/docs
Jan 2024 - Mar 2025
Vijil Documentation
Contributions:24 reviews, 23 PRs, 81 pushes in 1 year 2 months
avidml/avid-db
Nov 2022 - Oct 2023
Contributions:1 release, 1 review, 7 PRs in 11 months
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