May 2020 – Present · 5 yrs 11 mos · India

• I write Deep Neural Network (DNN) and High Performance (HPC) Math Libraries for supercomputers and server processors.
• Research and development on LLM kernels, quantization algorithms, inference serving and heterogeneous compute methods.
• Software Libraries - DNN, Numerical linear algebra algorithms and optimizations, BLAS, Low precision GEMM library for DNN quantization and optimization, Fourier Transform.
• Work Areas - Large Language Models (LLMs), Convolutional Neural Networks (CNNs), Model Quantization, Pruning, Optimizations, Heterogenous Compute, ML-AI Compute Kernels, SIMD algorithms and optimizations for CPU AVX2, AVX512 architectures

Jun 2019 – Apr 2020 · 10 mos · India

• High Performance Computing Research for the Numerical libraries optimised for AMD EPYC processors.

Oct 2019 – Apr 2020 · 6 mos · Greater Chennai Area

• Teaching assistant for courses -
• 1. Data structures using C programming
• 2. Design and Analysis of Algorithms

May 2018 – May 2019 · 1 yr · Greater Chennai Area

Aug 2017 – Apr 2018 · 8 mos · Greater Chennai Area

May 2018 – Aug 2018 · 3 mos · Japan

• ●Summer Internship and Student Exchange Program at Hitachi Automotive systems (HIAMS) .
• ●Initial internship training and research at Nagaoka University of Technology (NUT), Nagaoka, Japan, in the field of object identification using Deep learning convolutional neural network model.
• ●Hands on experiences with neural network frameworks like Chainer and Tensorflow .
• ●Designing and implementing various Defect detection algorithm to detect the defects from an input image and using the detected defects to train and evaluate the Deep learning model.

Dec 2017 – Jan 2018 · 1 mo · Gandhinagar

• ●Built Hybrid mobile applications which are platform independent and are compatible for all platforms like android , apple etc.
• ●Used technologies like angular 2.0 and ionic to develop Hybrid mobile apps for the client base.
• ●Developed the application as part of Digital India project - E-nagar Municipality program for Ahemdabad-Gandhinagar

Dec 2016 – Jan 2017 · 1 mo · Greater Chennai Area

• ●Internship for the task of mobile application marketing in terms of online campaigning
• ●Online marketing using various platforms like Google AdWords, GotoMobi etc
• ●Application map data for Fr8 user interface for identifying various accident prone areas, nearby restaurants and petrol pumps.
• ●Website UI development
• ●Website content development

Apr 2016 – May 2016 · 1 mo · Maldives

• ●A wonderful cultural exchange program with Maldives ,where Indian youth represented India ,which was the first of it's kind for Maldives!
• ●Gaining an insight of it's economic,political and social culture!
• ●Discussing various sustainability issues in sectors like tourism industry, economy and education . Climate change posed a huge threat to this island country
• ●In a successful collaboration of govt of both countries ,this exchange was instrumental in understanding the global and national issues and scenario, better.
• ●A wonderful initiative to shape the future leaders of both countries and set a marvelous example of friendship to the world !