Nikhil Pratap Ghanathe

Staff Performance Architect, d-Matrix
Joined
October 2023

Names

Nikhil Pratap Ghanathe (Preferred)

Emails

****@ece.ubc.ca (Confirmed)
, 
****@gmail.com (Confirmed)

Personal Links

Career & Education History

Staff Performance Architect
d-Matrix (d-matrix.ai)
2025 – Present
Postdoc
ECE, University of British Columbia (ubc.ca)
2025 – 2025
PhD student
ECE, University of British Columbia (ubc.ca)
2019 – 2025
Researcher
Microsoft (microsoft.com)
2017 – 2019
MS student
ECE, University of Florida (ufl.edu)
2014 – 2016

Advisors, Relations & Conflicts

Coworker
Prashant J. Nair
2025 – Present
PhD Advisor
Steven J E Wilton
2019 – 2025
Coauthor
Vivek Seshadri
2017 – 2021
Coauthor
Rahul Sharma
2017 – 2021
Coauthor
Herman Lam
2014 – 2017

Expertise

Speculative Decoding
2025 – Present
Hardware Performance Modelling
2025 – Present
Edge AI
, 
TinyML
, 
Energy-efficient Machine Learning
2019 – 2025
Model Uncertainty and Robustness
, 
On-device Debugging and Optimization
2019 – 2025
FPGA
, 
CAD
2014 – 2025

Publications

Co-Authors