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 Enterprise AI deployed at Fortune 500 companies, with built-in data connectors. I've been building since 2020, going through multiple pivots, failures, and learnings to arrive at what InfraHive is today. Curious person with experience across AI infrastructure, NLP, and enterprise data, might contribute to AGI someday

#Timeline

Present

Founder, InfraHive.ai

Data platform for AI labs and enterprise teams — combining data collection, expert annotation, and evaluation infrastructure to help teams train, test, and improve advanced AI models. The same layer turns company knowledge into Playbooks for AI Agents, run on custom-built and open-source agent harnesses — similar to what Claude Code is for coding, built for domain-specific use cases.

  • Evaluation — Evaluation loops on a mid-market SaaS company's support corpus cut Tier-1 ticket resolution from 4 hours to 12 minutes.
  • Annotation — Expert-labelled ticket data and continuous evaluation keep a B2B manufacturing platform's 24/7 AI support layer handling 30+ tickets/week.
  • Data Pipelines — A $28M DTC brand moved off NetSuite onto InfraHive's MetricFlow, unifying financial data to close books 5x faster.
  • Data Pipelines — Godrej Properties migrated humungous sales data with AI-powered pipelines after multiple vendor failures.
  • Data Pipelines — $5B Ecommerce giant transforms BigQuery analytics with InfraHive's ETL layer for natural language querying.
2024

Techstars Tokyo 2024, Techstars

Alumni of first Tokyo Batch

2020 – 2023

Aivinya AI, (pre-InfraHive)

2 pivots: 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

Curious

Hobbies