•Working on multiple silicon products in data centre space at Microsoft. Responsible for firmware validation at fleet level as a part of Azure cloud offerings. •Prior to that, worked on Qualcomm Cloud AI HW Inference accelerator program in Corporate R&D aimed at various use cases like Edge/Cloud/Automotive, primarily responsible for CI/CD infrastructure , tools building and testing the platform as well as validating the ML-Applications that helps executing Onnx/Pytorch/Tensorflow/Caffe models and compiler feature sets . • Previously led a global SW CI/CD and test team of 4 Engineers for a tinyML capable SoC. Designed and implemented an idea of managing two version control tools at the same time thereby saving huge licensing cost. Adapted a test automation framework from a wearable platform and modified it to work for the XR eco-system. •Before that, worked on Software subsystem integration and verification for an LEO satellite communication system, primarily involved in pre-integration and test automation using Perl and Python by contributing to existing framework as well as developing stand-alone automation tools. •Started my career in Samsung in Telecom domain, where I worked around 17 months extensively on LTE,UMTS and GSM - UE Protocol Stack Verification & Validation activities in headquarters of Samsung Device Solutions Research group, South Korea.