About me

I am a PhD student in the School of Electrical Engineering and Computer Science at Washington State University.

My general research interest is in using ML for dynamic resource management for emerging architectures inlcuding CPU-GPU, ReRAMs.

My current research is motivated from sustainable computing for AI/ML. Specific topics include:

• Resource management in Large manycore systems using Voltage/Frequency Islands
• ML methods such as Bayesian optimization, Imitation learning, Reinforcement learning
• Uncertainty aware Online learning for Dynamic resource management in Large manycore systems
• Emerging domain specific architectures for CNN and other deep learning workloads

I have 6 year experience in Semiconductor industry (RTL design). I did Masters in Technology (M.Tech.) degree in VLSI and Embedded Systems from IIIT DELHI, New Delhi, advised by Dr. Alexander Fell.

I am very fortunate to work with my advisor Prof. Partha Pratim Pande and Dr. Jana Doppa

Recent news

Passed my PhD Prelims exam, July 2023

Presented our Uncertainty-aware Online learning for Dynamic Power management work at SRC AIHW meet held in IBM research, San Jose 2023

Conference Paper got accepeted in ISLPED 2023

Journal Paper got accepeted in TODAES 2023

Passed my PhD Qualifier exam, Dec 2022

Finished my PhD coursework, Dec 2022

Presented Poster titled "BO-enabled Imitation learning framework for Dynamic power management in Large Manycore Systems" at SRC AIHW meet, San Diego, Aug 2022

Working on research project funded by SRC, and collaborating with Intel labs, 2021-Ongoing

Joined Phd Program at WSU under Prof Partha Pande, Prof Jana Doppa, 2021