CV

Software Engineer-Machine Learning

Samsung R&D Institute India, Delhi

A mix of Generative AI Research, Recommender Systems engineering, and a lot of new concept development for intelligent screen experiences.

• ICLR 2026 (poster) acceptance
• EMNLP 2025 findings acceptance
• ICML 2025 Workshop (Oral) acceptance

Analytics Intern

Swiggy

Worked on improving the in-house Payments Platform by analyzing and deriving insights from terabyte scale data.

• Built a brand new payment monitoring system from scratch
• Worked with a ton of brilliant folks

The Path of Least Resistance: Guiding LLM Reasoning Trajectories with Prefix Consensus

The Fourteenth International Conference on Learning Representations (ICLR 2026)

In this work, we propose a training-free drop-in replacement for Self-Consistency decoding that exploits early prefix consensus among LLM reasoning traces, resulting in a reduction in token usage up to 60% while maintaining accuracy.

Offloaded Reasoning: Efficient Inference for Large Language Models via Modular Reasoning and Refinement

Findings of the Association for Computational Linguistics (EMNLP 2025)

Our work Offloaded Reasoning aims to improve inference efficiency for reasoning capable Large Language Models (LLMs) by proposing a framework for offloading the reasoning component to smaller, lightweight models.

Offloaded Reasoning: Efficient Inference for Large Language Models via Modular Reasoning and Refinement

ICML 2025 Oral (TTODLer-FM Workshop)

ICML Workshop talk for our work on Offloaded Reasoning

Proto Star Award

Samsung R&D Institute India, Delhi

Young achievers' award for stellar performance and research works executed in the year 2025

Bachelor's Degree (B.Tech)

J.C. Bose University Of Science and Technology, YMCA, Faridabad

Computer Science and Engineering

Joint Secretary

Manan-A Technosurge

As a joint secretary of 'Manan-A Technosurge', the coding club of my university, I co-led various coding events and represented the college at external coding contests.