Aditya Gupta
Machine Learning Researcher (EXA Labs, University Of Massachusetts) at University of Massachusetts
Boston, Massachusetts, United States
Summary
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Senior🎓
Top SchoolAditya Gupta is a machine learning researcher and seasoned software engineer with a decade of experience building production-grade systems and AI tooling across startups and academia. Currently at EXA Labs, University of Massachusetts, he develops graph-based reasoning and auditable context representations that improve human-AI collaboration and deliver 5–20% gains on multi-hop reasoning tasks. He has led backend teams to ship robust data pipelines, KYC and onboarding services, and a GPT-3 + LangChain doc-retrieval pipeline with human-in-the-loop guardrails. Previously he drove platform reliability and security work—SSO with RBAC for SOC2 readiness, deployment tooling, CI/CD optimizations, and rule-based transaction categorization with historical backfill. Known for a pragmatic, scrappy engineering style, he combines research rigor with production sensibilities to make intermediate LLM reasoning interpretable and verifiable. Based in Boston, he pairs an MS in Computer Science with hands-on experience translating enterprise requirements into secure, auditable systems.
10 years of coding experience
5 years of employment as a software developer
Dr. VSEC, Kidwai NagarBachelor’s Degree Information Technology, Bachelor’s Degree Information Technology at Manipal Institute of TechnologyUMass Lowell
Github Skills (4)
datasets6
machine-learning4
internet1
quantum-computing1
Programming languages (2)
Github contributions (5)
adityakrgupta25/2-level-regressor
Apr 2018 - Oct 2020
2-level regressor for imbalanced datasets
Contributions:7 commits, 6 pushes, 1 branch in 2 years 6 months
datasetslevel-2machine-learning
holaditya/Neuralwithbeta
Dec 2015 - Apr 2018
Contributions:5 pushes, 2 branches in 2 years 4 months
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