Open Positions

I am looking for motivated undergraduate, masters, and PhD students to join my research group starting Fall 2022. My research primarily focuses on Algorithmic Innovations for Accelerating AI/ML Workloads targeting CPUs, GPUs, and FPGAs. If you are interested, please send me an email with your resume and (unofficial) transcript.

I have several research projects based on your interests. These are listed as follows:

Interested in Algorithms?

• Combinatorial Optimization Algorithms for Design Space Exploration
• Algorithms for Online Strategy Selection

Interested in Applied Data Science?

• Performance Modeling of Computation to Hardware Mapping
• Deep Reinforcement Learning/Graph Machine Learning for Optimal Computation to Hardware Mapping

Interested in AI Hardware/System Development?

• Custom Architectures for AI/ML models – Deep RL, Privacy Preserving CNNs,
• Novel approaches to DNN Implementation - LSH based DNNs, second order NNs