Kunal Verma

“Universe is the postulate of our consciousness, expand it.”

Kunal Verma

AI Engineer · Founder at InfraHive.ai

Jaipur, India— Often called the "Paris of India" — a UNESCO World Heritage City (since 2019) with Amer Fort, Hawa Mahal, and Jantar Mantar. India's first planned city, founded in 1727.

AI Engineer and Founder at InfraHive.ai — Data/Context Layer for AI Agents deployed at Fortune 500 companies, with best-in-class embeddings and reranking. I've been buildings since 2020, going through multiple pivots, failures, and learnings to arrive at what InfraHive is today. Curious person with experience across AI infrastructure, NLP, Legal Tech and enterprise data, might contribute to AGI someday

Timeline

Present

Founder, InfraHive.ai

Data/Context Layer for businesses — turning company knowledge into Playbooks for AI Agents across Finance, IT Operations, and Customer Support.

  • IT Ops — A mid-market SaaS company cut Tier-1 ticket resolution from 4 hours to 12 minutes.
  • Customer Support — Powers a 24/7 AI support layer handling 30+ tickets/week for a B2B manufacturing platform.
  • Finance — A $28M DTC brand replaced NetSuite with InfraHive's MetricFlow and closed books 5x faster.
  • Data Workflow — Godrej Properties migrated humungous sales data with AI-powered pipelines after multiple vendor failures.
  • Finance — $5B Ecommerce giant transforms BigQuery analytics with InfraHive's ETL layer for natural language querying.
Present

Founder, InfraLegal AI

AI-native legal research and drafting platform built specifically for Indian Law — an alternative to Harvey and Legora for in-house law firms. Understands Indian statutes, case law, and regulatory frameworks natively. Powered by InfraHive.ai's in-built legal embeddings trained on Indian legal corpus. Offers on-prem deployment so your legal data never leaves your infrastructure and is never exposed to external AI models. Built for teams that can't compromise on confidentiality.

2024

Techstars Tokyo 2024, Techstars

Alumni of first Tokyo Batch

2020 – 2023

Lost Battles, Aivinya (pre-InfraHive)

3 pivots: AI+Blockchain → B2C AI Characters → B2B AI Characters for agencies → InfraHive.ai.

2022

Google Kick Start 2022, Google

Global online coding competition — placed among top 500 worldwide.

2020 – 2024

B.Tech in Computer Science & Engineering, IIIT Kota

Indian Institute of Information Technology, Kota.

Projects & Research

MuMo-RAG

Multi-modal Retrieval-Augmented Generation for medical report generation. Outperforms existing solutions on IU X-Ray and MIMIC-CXR benchmarks.

RAG · Multi-modal · Medical AI

Compact Intelligence

Research on smaller LLMs (Llama, Mistral) vs GPT-3.5/GPT-4 for medical QA — cost-effective AI in high-stakes domains.

LLMs · Medical AI · Research

Neural Style Transfer (TF.js)

Neural style transfer running directly in the browser with TensorFlow.js.

TensorFlow.js · Browser ML

ChatBot using Reformer

Pre-ChatGPT era chatbot built with the Reformer (efficient Transformer) architecture.

Transformers · NLP

Introduction to NLP

Educational resources and implementations for Natural Language Processing.

NLP · Education

Energy Efficiency of Buildings

ML model predicting heating/cooling loads from commercial building parameters.

Machine Learning · Regression

Misc & Fun

Learning / Building / Refining

LLMs & FinetuningMachine LearningNLPEmbeddings & RerankingPythonReact / Next.js

Fun Things

Hobbies