May 2020 – Jul 2022 · 2 yrs 2 mos · Hyderabad, Telangana, India

• My responsibilities while working with AMD ROCm project:
• Developed a Python framework on top of the rocProf profiler to automatically collect and evaluate profiling data for HPC applications across various domains such as Molecular Dynamics, Quantum Mechanics, Hydrodynamics.
• Extended framework capabilities to include profiling of ML Frameworks like Tensorflow, Pytorch.
• Added functionality to store the profiling data in a Django database and automatically send the data via email using the MIME module.
• Developed a groovy script for Jenkins server to provide continuous integration/development, which automates the entire process of loading the latest committed code and evaluating the profiling data of HPC applications/ML frameworks

Jun 2019 – Apr 2020 · 10 mos · Hyderabad, Telangana, India

• My responsibilities while working with TCS R&D Team:
• Worked on parallelizing and scaling of ”Stock Option Pricing” application to predict the ”put” and ”call” options for a stock on multi-node CPUs and GPUs using Monte Carlo Algorithm.
• Parallelized the application on multi-core CPUs using OpenMP and accelerated it on multi-node GPUs using CUDA, MPI, and NCCL, which resulted in a speed-up of over 100 times on GPUs and 60 times on CPUs, compared to the open-source implementations.

Jan 2019 – May 2019 · 4 mos · Hyderabad, Telangana, India

• Worked on Suspicious Activity Detection project mentored by TCS Nextgen R&D Team:
• Developed a Computer vision-based Deep Learning solution for reporting suspicious activity, including weapons, fire, fighting scenes in public places, to the concerned authorities by analyzing CCTV footage.