Nikhil Iyer
Staff Engineer at Drivetrain
Karnataka, India
Summary
👤
Senior🎓
Top SchoolNikhil Iyer is a Staff Engineer with 9 years of experience building AI-driven products and backend systems, currently leading engineering at Drivetrain—a self-serve FP&A platform. He combines research-grade ML experience from Microsoft Research India and Haptik with hands-on startup leadership as co-founder of Opino, where he designed scalable social features and grew DAU substantially. His work spans productionizing unsupervised intent-discovery pipelines, designing backend APIs, and improving model generalization for large neural nets, with publications and SOTA results from his research. Comfortable moving between prototyping and shipping, he brings a pragmatic blend of product focus, ML research rigor, and growth-oriented engineering. An under-the-hood detail: he has experience improving QA systems on large contexts and applying transfer learning to out-of-domain tasks like fake news detection.
8 years of coding experience
5 years of employment as a software developer
Maharishi Vidya Mandir Senior Secondary SchoolBachelor's degree, Computer Science, Bachelor's degree, Computer Science at BITS Pilani, Hyderabad Campusschool, school at J. H. Ambani Saraswati Vidymandir School
Stackoverflow
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Github Skills (29)
facebook10
ctc10
sequence-to-sequence10
sequence10
artificial-intelligence9
pytorch9
python9
machine-learning9
gpu9
conformer9
deep-learning9
transformer-architecture9
nlp9
width9
natural-language-processing8
Programming languages (1)
Github contributions (5)
nikhil-iyer-97/wide-minima-density-hypothesis
May 2021 - Jul 2022
Details about the wide minima density hypothesis and metrics to compute width of a minima
Contributions:7 reviews, 36 commits, 1 PR in 1 year 1 month
minimawidthdensitycomputedetails
nikhil-iyer-97/Language-Identifier
Mar 2018 - Jul 2021
Language identification toolkit for identifying what language a document is writen in
Contributions:1 review, 10 commits, 1 PR in 3 years 4 months
nlpnatural-language-processinglanguage-identificationidentification
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