Sankalp Dayal

Pronouns: he/him

Researcher, Edge AI and Software, Amazon

  • Joined December 2022

Names

Sankalp Dayal (Preferred)

Emails

****@amazon.com (Confirmed)
,
****@gmail.com

Personal Links

Career & Education History

Researcher
Edge AI and Software, Amazon (amazon.com)
2020 – Present
 
Researcher
TDK InvenSense (invensense.tdk.com)
2017 – 2020
 
Researcher
ST Microelectronics (st.com)
2014 – 2017
 
MS student
University of California, Santa Barbara (ucsb.edu)
2012 – 2014
 

Advisors, Relations & Conflicts

Coauthor
John Shynk
2012 – 2014
 

Expertise

Neural Network Hardware Accelerators
2021 – Present
 
Scientific Computing
2021 – Present
 
Efficient Machine Learning
2020 – Present
 
Neural Architecture Search
2020 – Present
 
Computer Vision
2020 – Present
 
Natural Language Processing
2020 – Present
 
Model Quantization
2020 – Present
 
Model Compression
2020 – Present
 
Deep Learning
2017 – Present
 
Robotics
2020 – 2022
 
Sensors
2010 – 2020
 
Signal Processing
2014 – 2016
 
Control Theory
2014 – 2016