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Aurko Roy

Senior Research Scientist at Google

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About

Aurko Roy is a Senior Research Scientist at Google, specializing in optimization, machine learning, NLP, and generative models. He has a PhD in Algorithms, Combinatorics & Optimization from Georgia Tech, where he was a student from 2013-2017. Aurko's current work at Google focuses on NLP research and infrastructure, including the development of Lingvo JAX, a library for training large language models, and a 200B parameter model submitted to MLPerf. He has also conducted research on improving Transformer models with latent n-grams and has applied his work to various Google products, such as Ads, YouTube, and Search. Before his current role, Aurko worked as a Research Scientist and Software Engineer at Google, where he focused on applied research in NLP, including machine translation, paraphrase generation, language modeling, question answering, retrieval, and document understanding. He has launched several products, including the Routing Transformer for YouTube and Google Search, which improved recall and F1 scores over Transformer/BERT for video and UGC comments classification models. He also developed the Routing Transformer for Google Docs and Gmail summarization, enabling summarization of long documents and emails. Aurko's education includes a PhD in Algorithms, Combinatorics and Optimization from Georgia Institute of Technology, a Master of Technology in Computer Science from Indian Institute of Technology, Kanpur, and a Bachelor of Technology in Computer Science, also from Indian Institute of Technology, Kanpur. His tech stack includes expertise in Research Scientist, NLP, BERT, Search, ML, language models, LLM, Video Classification, dotNET, Tensorflow, infra, and Software Engineer. With 5.78 years of relevant experience, Aurko is interested in applied research positions in tech and quantitative finance.

Education

georgia institute of technology

iit kanpur indian institute of technology kanpur

Companies

google

Experience

6.7 Years

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Experience

Senior Research Scientist

google | Mountain View, California, United States

2021 - Present

Research Scientist

google | Mountain View

2018 - 2021

Software Engineer

google | San Francisco Bay Area

2017 - 2018

Skills

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Algorithms

Applied Machine Learning

finance

Machine Learning (ML)

Natural Language Processing (NLP)

open source

optimization

Quantitative Finance

Research

Research Scientist

Routing

Search

Video Classification

Contact Details

Email (Verified)

royXXXXXXXXXXXXXXom

Mobile Number

+91XXXXXXXXXX

Education

georgia institute of technology

Doctor of Philosophy (PhD)

2013 - 2017

iit kanpur indian institute of technology kanpur

Master of Technology (M.Tech.)

2010 - 2012

iit kanpur indian institute of technology kanpur

Bachelor of Technology (B.Tech.)

2006 - 2010

Frequently asked questions

What company does Aurko Roy work for?

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Aurko Roy works for google

What is Aurko Roy role in his workplace?

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Aurko Roy's role in his workplace is Senior Research Scientist

What is Aurko Roy's tenure in his workplace?

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Aurko Roy's tenure in his workplace is 3.59 years

What is Aurko Roy's total experience?

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Aurko Roy's total experience is 6.67 years

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Aurko Roy's LinkedIn profile can be found here

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Aurko Roy's email address is royXXXXXXXXXXXXXXom. Unlock here

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Aurko Roy's phone number is +91XXXXXXXXXX. Unlock here

What schools did Aurko Roy attend?

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Aurko Roy has attended georgia institute of technology, iit kanpur indian institute of technology kanpur, iit kanpur indian institute of technology kanpur

What companies has Aurko Roy worked with?

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Aurko Roy has worked with google, google, google

What are some of Aurko Roy's skills?

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Aurko Roy has skills in Algorithms, Applied Machine Learning, finance, Machine Learning (ML), Natural Language Processing (NLP), open source and more.

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