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namanshetty25/README.md

Hello World

👋 Hi there, I'm Naman Shetty!

“I build what I wish existed.”

🚀 About Me
I’m a curious learner driven by innovation and real-world impact. I enjoy building AI-based tools, exploring quantum computing, and creating interactive tech projects. I focus on turning ideas into practical solutions rather than just writing code.

I’m currently a 3rd Year B.Tech student pursuing Electrical Engineering at IIT Indore with a strong interest in AI/ML, Quantum Computing, and Cybersecurity. I'm actively learning, experimenting, and building products to bridge academic research and real-world applications.


🧠 Featured Projects

  • 🎬 PIXIO GEN-AI Video Editor – Next-gen video editing platform powered by generative AI (Real-ESRGAN, YOLOv8, ProPainter, RVM, VoiceFixer). Integrates multiple model routing pipelines for GPU inference. [1st Place, IITISoC 2025]
  • 🛡️ QScan – Quantum readiness scanner and cryptographic risk analyzer. Generates structured CBOMs with AI risk analysis, PQC recommendations, and XGBoost risk-scoring models (91% F1-score). [PNB Cybersecurity Hackathon 2026]
  • 📚 Narrativa – AI research assistant platform with multimodal ingestion from PDFs, websites, and YouTube videos to generate podcasts, summaries, reports, and slides. [1st Place, Ingenium AI/ML 2026]
  • ⚖️ Agents of Justice – An AI-powered Court Case Simulator simulating Supreme Court proceedings with autonomous AI agents using CrewAI and LLaMA.
  • 🤖 IITI Tutor – Multi-agent RAG system for IIT Indore students with automated scheduling and academic querying.
  • 💬 MetaMind – Retrieval-Augmented Generation chatbot utilizing LangChain and FAISS for intelligent document querying.
  • 💰 Spendie – Personal finance tracker for smart expense management.
  • 📺 Anime Recommender App – Personalized anime recommendations using machine learning.

🔍 What I'm Exploring

  • 🧠 Advanced ML/DL workflows & Vision-Language Models (VLMs)
  • 🏥 Medical AI & Radiology Report Generation (Vision Mamba, Contrastive Alignment)
  • 🤖 Agentic RAG Systems, AI Agents & Model Context Protocol (MCP)
  • 🛰️ Quantum Communication & Hybrid Quantum-ML models (PennyLane)
  • 🔒 Cryptographic Risk Analysis & Quantum Readiness (CBOMs, PQC)

🛠️ Tech Stack

Programming Languages

Python C++ JavaScript MATLAB SQL

Deep Learning & AI Frameworks

PyTorch TensorFlow Keras Scikit-Learn Transformers Diffusers OpenCV

Generative AI & Agents

LangChain LangGraph CrewAI HuggingFace Groq n8n Model Context Protocol

Data Science & Analysis

Pandas NumPy Matplotlib Seaborn XGBoost

Web Development & Databases

HTML5 CSS3 Flask FastAPI Prisma PostgreSQL MongoDB Redis Qdrant FAISS

DevOps, Deployment & Tools

Git Docker Linux Jupyter Vercel Render Modal Streamlit


📊 GitHub Stats

Naman's GitHub stats

Top Languages

👀 Profile Views:

Profile Views

📬 Let’s Connect

🤝 Always open to collaborations, open-source contributions, and brainstorming bold ideas!


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  1. PIXIO-GEN-AI-VIDEO-EDITOR PIXIO-GEN-AI-VIDEO-EDITOR Public

    Forked from rishabh-2005/IITISoC-ML-05

    Pixio is a Gen-AI powered video editing platform that uses deep learning models for intelligent video enhancement, editing, and transformation. It integrates AI features like background removal, su…

    Jupyter Notebook

  2. QScan QScan Public

    Forked from Akarsh-1A1/QScan

    Evaluate the cryptographic security of banking systems and assess readiness for Post-Quantum Cryptography (PQC) — powered by AI/ML risk scoring, anomaly detection, NIST-standardized migration advis…

    Python

  3. Narrativa Narrativa Public

    Narrativa is a full-stack web application that acts as your personalized AI research assistant (inspired by Google NotebookLM). Upload documents, paste web links, or add YouTube videos as sources —…

    TypeScript 1

  4. Spendie Spendie Public

    Spendie is a Python-based expense tracking and management application designed to help individuals and small teams efficiently monitor, categorize, and analyze their spending habits. With an intuit…

    Python

  5. Quantum-Key-Distribution Quantum-Key-Distribution Public

    Python 1

  6. iiti_tutor iiti_tutor Public

    Forked from ankush-10010/iiti_tutor

    Python