Ameya Patil

Observer
DISC Type : ci

Senior Applied Scientist at Amazon Lab126

San Francisco Bay Area, United States

Overview

Ameya Patil is a Senior Applied Scientist at Amazon, specializing in robust and energy-efficient machine learning. A PhD graduate from the University of Illinois Urbana-Champaign, his work spans the entire design stack, from developing adversarially robust deep learning algorithms to designing efficient hardware and circuits for their implementation.

His academic journey shows an interest in applying complex technology to practical human challenges. His early undergraduate research, for instance, involved developing a framework to evaluate the driving performance of power wheelchair users, indicating a focus on assistive technologies and real-world impact.

He is a recipient of the M. E. Van Valkenburg Graduate Research Award, given to outstanding PhD students in circuits, systems, or computers.

Personality Overview

Example Seeker

Assertive

Curious

They ask a lot of questions and rely heavily on information and collaterals.  They are generally good communicators and can be hard to convince. They can sound friendly and charming but can quickly change gears to become inquisitive and probing.

Topics They Care About

Robust Machine Learning
His PhD thesis and numerous recent publications focus on making ML models robust against adversarial attacks and missing data, particularly in multimodal systems.
Energy-Efficient AI
A core theme of his research is the energy-efficient implementation of ML classifiers, exploring everything from circuit design to in-memory computing architectures.
In-Memory Computing
He has co-authored significant research on deep in-memory architectures, using SRAM arrays to reduce data movement costs and improve the efficiency of ML inference processors.

Media Appearances

Ameya has no verified media appearances

Work History

5-2024
Senior Applied Scientist at Amazon Lab126
9-2021 - 5-2024
Applied Scientist at Amazon Lab126
8-2016 - 10-2021
Doctoral Student at University of Illinois at Urbana-Champaign
5-2018 - 8-2018
Research Intern at Intel Labs
5-2013 - 8-2013
Undergraduate Research Intern at University of Illinois Urbana-Champaign

Education

2016 - 2019
Doctor of Philosophy - PhD from University of Illinois Urbana-Champaign
2014 - 2016
Master's Degree from University of Illinois Urbana-Champaign

More Information

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Exp : 6 Location : San Francisco Bay Area, United States Job Level : N/A Designation : Senior Applied Scientist at Amazon Lab126
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