I am Project Research Scientist at the Department for Industrial Engineering and Operations Research (IEOR), Indian Institute Technology Bombay (IITB), Mumbai, India, since December 2022. I was working as Project Research Associate in IITB from November 2017. Before joining IITB, I was an Engineering Analyst at KCE Pvt. Ltd. at Jaipur since April 2014. I obtained M.Tech (Signal Processing & Control) degree from Dept of EE, NIT Hamirpur (2010-2012) with thesis titled "Hiding Image and Speech data using Repeated Unitary Similarity Transformation" and bachelor's degree from Arya College of Engg. & IT , Jaipur in 2009. Between August 2012 - March 2014, I worked as Assistant Professor at Global Institute of Technology, Jaipur.

Current AI Exploration

I am actively exploring modern AI frameworks with a focus on understanding architecture, reasoning workflows, and system integration. Areas of interest include:

• Large Language Model architecture and inference workflows

• Retrieval-Augmented Generation pipelines

• Agentic AI reasoning frameworks

• Multimodal AI

• Intelligent automation and knowledge retrieval systems

These explorations complement my background in machine learning and statistical modeling, enabling a broader perspective on how predictive analytics and generative systems can coexist within scalable decision environments.