“Universe is the postulate of our consciousness, expand it.”
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. Just a curious person with experience across AI infrastructure, NLP, and enterprise data.
Timeline
Founder, InfraHive.ai
Building the enterprise AI data context layer — accurate and easy access data for your LLMs.
Techstars Tokyo 2024, Techstars
Selected for the Techstars Tokyo accelerator cohort.
Lost Battles, Aivinya (pre-InfraHive)
3 pivots: AI+Blockchain → B2C AI Characters → B2B AI Characters for agencies → InfraHive.ai.
Google Kick Start 2022, Google
Global online coding competition — placed among top 500 worldwide.
Core Team & Campus Facilitator, Google Developer Student Clubs
Led developer community initiatives and campus programs.
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 running directly in the browser with TensorFlow.js.
TensorFlow.js · Browser ML
Pre-ChatGPT era chatbot built with the Reformer (efficient Transformer) architecture.
Transformers · NLP
Educational resources and implementations for Natural Language Processing.
NLP · Education
Energy Efficiency of Buildings
ML model predicting heating/cooling loads from building parameters.
Machine Learning · Regression
Freetime & More
Learning / Building / Refining
Fun Things
- Machine Learning
- Deep Learning Specialization
- AdMat (Advanced Matlab and Its Applications)
- Innovation Challenge Hackathon Finalist: Team REXIS
- Digital Identity Hack 2022 Winner
Hobbies
- Poetry
- Reading — literature, biographies, math, research papers
- Mohammad Rafi's top 0.01% listener on YouTube
- Writing
- Handball (National Level under Asian Federation)
- Art (District Level Winner)