Sankalp Dayal (Preferred)
Sankalp Dayal
Researcher, Edge AI and Software, Amazon
Joined
December 2022
Names
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