Avik Ray

Senior Applied Scientist - Amazon AGI

Mountain View, California, United States
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Summary

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Senior
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Top School
Avik Ray is a Senior Applied Scientist at Amazon AGI with over a decade of experience building production-grade NLP and ML systems, from core agentic capabilities in Amazon Nova LLMs to multilingual conversational NLU for Alexa. He holds a Ph.D. in ECE from UT Austin and has bridged theory and practice throughout his career—publishing 20+ papers and filing 10 US patents while deploying NLU models across Samsung products. His background spans deep learning, model compression, in-context learning, and scalable graph and latent-variable algorithms developed during his doctorate, giving him a rare blend of theoretical rigor and product-focused engineering. Based in Mountain View, he’s known for shipping large-scale conversational systems and for practical innovations in model generalization and out-of-domain detection that improve real-world assistant performance.
code10 years of coding experience
job15 years of employment as a software developer
bookME, Telecommunication, ME, Telecommunication at Indian Institute of Science (IISc)
bookDoctor of Philosophy (Ph.D.), Electrical and Computer Engineering, Doctor of Philosophy (Ph.D.), Electrical and Computer Engineering at The University of Texas at Austin
bookBE, Electronics and Telecommunication, BE, Electronics and Telecommunication at Jadavpur University
bookRamkrishna Mission Residential College, Narendrapur
languagesEnglish, Bengali, Hindi

Github contributions (5)

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avikdelta/parse_seq2seq

Mar 2018 - Dec 2021

Contributions:8 commits, 10 pushes, 1 branch in 3 years 10 months
Contributions:3 pushes, 1 branch in 1 day
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Avik Ray - Senior Applied Scientist - Amazon AGI