Trusted By & Trained At
Origin Story
// a non-linear path is just a richer model
2013 — IIT Delhi
Started as a Civil Engineer at IIT Delhi. Led India's largest tech fest. Captained the Indoor Sports Club. Built things before I knew what building meant.
2017 — Guhaar
Founded Guhaar — a media consulting firm. 50,000+ community members across 7 states. Partnered with Seoul Youth Hub as one of 10 global firms on Digital Tech & Voices.
2020 — IIM Calcutta [with IIT KGP + ISI Kolkata]
Ranked 3rd in batch. Top 126 globally in the International Data Analytics Olympiad. Chose data over everything.
2022 — BCG
From credit risk to national policy — NITI Aayog, Prime Minister validation on Agriculture solution. Delivered AI at BCG.
2024 — Walmart
From consulting to product. Building AI systems for personalization and discovery at Walmart scale. Now building autonomously with AI.
The Build Log
// five builds that moved numbers
An AI agent that takes a single brief about a shopping event and autonomously handles item curation, assortment sorting, and screen generation — building complete e-commerce experiences end to end.
A system that uses model-driven importance scores and LLM refinement to continuously improve product attribute schemas — making recommendations more relevant without human intervention.
A civic accountability platform giving citizens a structured space to raise local concerns and hold elected representatives accountable — anchored to their constituency. Built solo using AI-assisted coding.
A team of specialized LLM agents — market analyst, news analyst, social sentiment analyst, fundamentals analyst — that debates each trade. A risk manager assigns confidence scores before execution through the INDstocks broker API.
Optimal cross-sell and up-sell model for software products, complemented by an LLM agent that generates personalized sales pitch talking points for executives.
Also From The Lab
// not ranked — just real work that went deep
Bionic underwriting model for Indian NBFC two-wheeler loans. Outperformed existing model by 30% using Banking + Bureau + Geo data.
BCG · FinanceAnalyzed nationwide survey responses using GenAI to synthesize insights for the Viksit Bharat@2047 national policy framework.
BCG · Public Sector · GenAIBERT-based transformer achieving 57% improvement over baseline. 21% increase in detection rate for policy violators.
eBay · NLP · Deep LearningDeveloped SOPs for national farmer-land database. Pilot across 4 states. Received validation from the Prime Minister.
BCG · Govt. of IndiaHow I Build
// proficiency is measured in shipped products, not certifications
Core Competencies
Tools & Frameworks
"I think like an engineer, move like a founder, and build across domains — from e-commerce at scale to public sector to fintech. The model is never the product. The outcome is."
IIT Delhi '17 · IIM Calcutta '22 · Currently @ Walmart, Bangalore