Summary

GenAI engineer and AI product builder with 2+ years shipping production-grade AI systems — RAG pipelines, fine-tuned LLMs, hybrid retrieval and multi-modal apps across vision, speech and OCR — architected end-to-end from ingestion to deployment.

Led engineering for a 14-member team building AI-powered products, pairing deep GenAI/ML engineering with full-stack delivery, while driving measurable business revenue as a startup technical lead.

Experience

  1. NextUpgrad Web Solutions

    Feb 2026 – Jul 2026

    GenAI Engineer

    • Shipped 5 production-grade AI apps spanning computer vision, document intelligence, LLM fine-tuning, speech-to-text/OCR and RAG.
    • Built a production RAG platform with hybrid dense + sparse retrieval, re-ranking, streaming citation-grounded answers and a confidence gate that blocks weak-evidence answers.
    • Built an end-to-end QLoRA fine-tuning platform (Transformers / PEFT / TRL) with live training telemetry and base-vs-fine-tuned evaluation.
    • Operated all five services with Docker, CI/CD, structured logging and metrics.
  2. SCULT INDIA

    2024 – Present

    CTO & Co-Founder

    • Built and shipped 5+ paid, production-grade web applications and AI products for clients across industries.
    • Led engineering, system architecture, UI/UX, deployment and client delivery for a 14-member team.
    • Designed and developed SCULT Studio CRM — the internal platform for project, client and operations management.
    • Generated roughly ₹1,00,000 in revenue within the first six months of operation.
  3. TechVerse Enclave

    2023 – Present

    Founder

    • Built and grew a 500+ member developer community.
    • Mentored 200+ students in web development and career growth.

Projects

  • RAG.NextUpgradProduction RAG platform with hybrid dense + BM25 retrieval, a hallucination-blocking confidence gate and multi-provider fallback.codedemo
  • FineTune StudioEnd-to-end QLoRA fine-tuning platform with live loss streaming and base-vs-fine-tuned evaluation.codedemo
  • DocuLens AIGroq-powered document intelligence — extracts, compares and compliance-checks invoices and contracts with schema-validated, deterministic scoring.codedemo
  • FaceVisionBrowser-only face detection, recognition and liveness checks with ONNX Runtime Web — the backend stores embeddings, never images.codedemo
  • OCR & Speech WorkspaceMistral-powered workspace for page-batched PDF OCR, live speech-to-text and document-scoped RAG chat with citations.codedemo
  • SCULT INDIA & Studio CRMAI-first software agency platform with an internal CRM and workflow-management system for a 14-member team.livedemo
  • Vaidya AILLM-powered healthcare chatbot delivering conversational patient assistance.codedemo
  • Super Digital LibraryDigital library platform with a scalable architecture for organising and accessing large content collections.demo
  • AnnapurnaNGO donation platform with a streamlined giving and outreach flow.codedemo
  • Nuclear Pest GoaEnterprise business website with SEO optimisation and a fully responsive UI.livedemo
  • SCULT MarketingMarketing landing platform for agency service offerings and lead generation.livedemo
  • Gloss Digital EntertainmentMedia platform front-end built with a scalable component architecture.livedemo
  • Passionate RecordsMusic label website with a modern, responsive design.code

Skills

AI / ML & GenAI
LLMs (OpenAI, Claude, Gemini, Mistral, Groq / Llama), RAG pipelines & hybrid (dense + sparse) retrieval, LLM fine-tuning (LoRA / QLoRA via Transformers, PEFT, TRL), Vector search & embeddings, Prompt engineering, LangChain, MCP (Model Context Protocol), OpenRouter, ONNX Runtime, Computer vision
Languages
Python, JavaScript, TypeScript, HTML5, CSS3
Backend
FastAPI, Node.js, Express.js, REST APIs, WebSockets
Databases & vector stores
PostgreSQL, MongoDB, Supabase, Firebase, Redis, FAISS, Qdrant, pgvector
Frontend
React.js, Next.js, Tailwind CSS, shadcn/ui, Redux, Zustand
Cloud & tools
AWS, Docker, Railway, Git, GitHub, CI/CD

Awards

  • 1stChangethon 2025 hackathon, National Social Summit, IIT Roorkee
  • 1stProduct Genesis, Vividhotsava 2025, CSJMU Kanpur
  • 1stBYTEBATTLE hackathon, MeetKats
  • Top 3Hackathon, IIT Kanpur

Speaking & mentoring

  • BCA Induction Seminar — mentor and speaker

    6 July 2025

    Dr. Virendra Swarup Institute of Computer Studies (VSICS), Kanpur

    100+ first-year students. A three-year roadmap: foundations and AI tools, then hackathons and internships, then placements or a startup.

  • AI-powered software development — mentorship session

    8 April 2025

    VSICS Kanpur, under TechVerse Enclave

    How AI enters every stage of the software lifecycle, with a showcase of the Changethon-winning project.

  • INSIGHT — The Talk Show

    29 March 2025

    Computer Application Department, VSICS Kanpur

    Debate format on nationalism and government policy; argued the against side.

Open to guest talks, workshops, hackathon judging and mentorship sessions at any campus. Talk menu, logistics and how to invite.

Open to

  • GenAI / LLM engineering roles (remote, hybrid, Kanpur or Delhi NCR)
  • Mentorship sessions and workshops for college tech clubs
  • Hackathon judging and mentoring, on-site or remote
  • Guest talks and lectures at colleges (IITs, NITs, any campus)

Education

Bachelor of Computer Applications

2023 – 2026

Dr. Virendra Swarup Institute of Computer Studies, Kanpur