About

I am a quantum algorithms researcher working in the Global Technology Applied Research Center at JPMorgan Chase. My current research interests can be braodly classified under the domain of unconventional computing, which involve both quantum and classical probabilistic computation. Prior to this, I was a Ph.D student in the Elmore Family School of Electrical and Computer Engineering at Purdue University, advised by Prof. Sabre Kais and Prof. Zubin Jacob. During my Ph.D, I worked on variational quantum methods for quantum chemistry and developing Deep Learning techniques for thermal physics-based simulations.

Experience

  • Sr. Applied Research Associate

    Global Technology Applied Research, JPMorgan Chase & Co

    March 2023 - Present

  • Graduate Research Assistant

    Elmore Family School of Electrical and Computer Engineering, Purdue University

    August 2018 - February 2023

  • Summer Research Associate

    Global Technology Applied Research, JPMorgan Chase & Co

    June 2022 - September 2022

  • Research Student, Undergraduate Thesis

    Centre for Nano Science and Engineering, Indian Institute of Science, Bangalore

    November 2017 - April 2018

  • Summer Research Intern

    Centre for Nano Science and Engineering, Indian Institute of Science, Bangalore

    June 2017 - August 2017

  • Summer Research Intern

    Centre for Nano Science and Engineering, Indian Institute of Science, Bangalore

    June 2016 - August 2016

Research

Below is my portfolio consisting of all research works I have worked on.

Variational Methods for Quantum Chemistry

Restricted Boltzmann Machine (RBM) based variational ansatz for filtering states from the eigenspectrum of Transition-metal dichalcogenide (TMDCs).-

RBM based Variational ansatz for band structure calculations of two-dimensional materials.

Understanding quantum phase transitions using Finite-Size Scaling approach.

Computational Thermal Imaging

Thoroughly passive physics-aware machine perception.

Quantum Transport

Benchmarking multiple-particle Büttiker probe method against state-of-the-art quantum-corrected Drift Diffusion models.-

Microwave Synthesis and Materials Engineering

First ever demonstration of synthesizing self-assembled Cu2S nanoparticles using microwave irradiation.