Shahil Gupta

About Shahil Gupta

Building things that bridge data, technology, and user experience —whether it’s designing scalable backend systems, crafting interactive frontends, or creating AI-driven tools with Large Language Models (LLMs). At Humbi Analytics, I’m currently developing an Agentic RAG system that surfaces insights from large datasets (think lines of unstructured data). This follows my earlier role there as a Data Analyst Intern, where I worked deep in the trenches with SQL, Python, and machine learning for business analytics. At The D. E. Shaw Group, I built a multi-agent LLM system that lets users query large datasets in plain English and receive context-aware, retrieval-augmented answers. My work spanned LLM orchestration, RAG pipelines, agent tool design, and frontend development using React, LangChain, LangGraph, and RTK Query. Earlier, at WorldQuant, I focused on quantitative research, designing and backtesting alphas on US and China equity data—working towards better Sharpe ratios and lower turnover. Beyond my academic pursuits, I serve as a mentor at AlgoZenith, guiding students in Data Structures and Algorithms to prime them for tech interviews. As VP of the KGP Poshan Chapter, my commitment extends to social impact, demonstrating a balance between professional growth and community contribution.

Experience

1. Llm Engineer

   Early Read

   Jul 2025 — Present · Chicago, IL, US

Education

• IIT Kharagpur - Vinod Gupta School of Management

  Master's degree, Financial Engineering

• Indian Institute of Technology, Kharagpur

  Bachelor of Technology - BTech

  2025