I am currently pursuing a Masters in Systems Engineering at the University of Virginia, USA. Previously, I completed my Bachelor of Technology in Computer Science and Engineering, with a Minor Degree in AI & ML from JNTUHUCEJ, India.

I work as a Research Assistant at the UVA Darden School of Business, where I build data extraction pipelines over SEC filings and large-scale entity-matching systems to support faculty research. My work sits mostly at the intersection of AI Engineering and Data Engineering.

My research interests focus on:

• Building autonomous AI agents with reliable tool calling, policy-gated actions and evals that grade real outcomes.
• Training LLMs for coding agents with LoRA/PEFT fine-tuning on execution-verified synthetic data, such as Triton GPU kernels.
• Making LLMs practical to deploy through efficient inference with vLLM and latency/throughput benchmarking.

While my listed projects haven't used cloud platforms yet, I'm professionally good at working with Microsoft Azure, deploying and running critical AI workloads on it.

I mostly learn from Open Source projects by contributing to them, understanding their code base.

In my free time, I love heading outdoors with my friends, cracking jokes and having a great time together.

I really want to thank some of my wonderful friends — Shreyas, Anil, Rahul, and others — for always supporting me and helping me in my journey in all ways. I'm truly grateful for their encouragement.

I always try to keep my website updated with my latest work, but I might not be able to if I'm busy. I kindly request you to follow my GitHub, LinkedIn, and X for any updates, as it's much quicker for me to share my work there. Thank you for your understanding and interest in my journey!