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itz-puneet/README.md

Hi, I'm Puneet Deshwani 👋

GenAI Engineer in the making · RAG · LangChain · Agentic AI

Ex-GenAI Intern @ Accenture · AEH (Summer 2026)  •  M.Tech CSE @ IIITM Gwalior

LinkedIn Email LeetCode CodeChef


👨‍💻 About me

I build and evaluate Generative AI applications — retrieval-augmented systems and agents that solve real, messy problems rather than demo-day toy problems. This summer I turned that into production experience as a GenAI intern at Accenture, and I'm now back to my M.Tech in CSE at IIITM Gwalior (CGPA 9.47/10).

I care about the hard parts: retrieval quality, grounding, evaluation, and shipping. I like taking a model from "works in a notebook" to "runs in a container behind an API."

🧑‍💻 Recently — Summer 2026 @ Accenture

  • Built an end-to-end RAG pipeline over a multi-format knowledge base (PDF + Excel), using hybrid retrieval (ChromaDB dense search + BM25) over text-embedding-3-large embeddings.
  • Orchestrated Claude in the loop — Haiku for query rewriting, Sonnet for grounded generation — with prompt templates tuned to cut hallucination.
  • Containerized services with Docker and shipped to Azure via CI/CD alongside the DevOps team.
  • Built Agentic AI solutions to automate enterprise workflows end to end.

🔭 What I'm building now

  • Open-source versions of what I learned this summer — hybrid-retrieval RAG with a real evaluation harness (hit-rate / faithfulness).
  • LangGraph-style agents with tool use, and a growing prompt-engineering cookbook.
  • Digging deeper into LLM cost/latency trade-offs and retrieval evaluation while I finish my M.Tech.

🛠️ Tech Stack

Languages

Python C++ JavaScript SQL

GenAI & Machine Learning

LangChain Claude RAG Agentic AI PyTorch scikit-learn XGBoost BERT

Web & APIs

React React Native FastAPI Tailwind CSS HTML5

Data & Vector Stores

ChromaDB FAISS MySQL MongoDB

Cloud & DevOps

Azure Azure OpenAI Docker CI/CD Git Linux


🚀 Featured Projects

🔎 College Guidelines RAG ChatbotPython · LangChain · FAISS · Llama A natural-language assistant that lets students query institute policies instead of scrolling PDFs. Ingested and chunked 23 pages of policy docs into FAISS, grounded Llama responses on retrieved context, and used prompt templates + context ranking to keep answers faithful to the source.

🎮 E-Fantasy — Esports Fantasy Gaming AppReact Native · FastAPI · Python A cross-platform app where users draft 5-player fantasy esports teams with virtual tokens (no real-money gambling). FastAPI REST backend with JWT auth and strict server-side validation, a scoring engine mapping in-game stats to fantasy points, and near real-time leaderboards.

📝 Take-NotesJavaScript A lightweight notes app for quick capture and organization — a clean vanilla-JS build focused on a fast, no-friction UX.


📊 GitHub Stats

Puneet's GitHub stats Top languages

GitHub streak


🏆 Achievements

  • 🌍 Global Rank 3054 — TCS CodeVita Season 12
  • 🧠 200+ DSA problems solved · LeetCode rating 1508 · CodeChef 2★ (peak 1541)
  • 🥈 2nd place in two consecutive university hackathons
  • 🎓 Executive Secretary, CS Students Council — ran 3+ technical forums and events for 400+ participants (2022–2025)

📫 Let's connect

LinkedIn  •  puneet29.pro@gmail.com  •  LeetCode  •  CodeChef

Open to conversations about GenAI, RAG, and agentic systems — reach out any time.

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