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Pranesh-2005/README.md

👋 Hi there, I'm Pranesh

🎓 Final Year B.Tech AI & ML | 🧠 AI & Web Developer | 🌐 Erode, India


🚀 About Me

I’m a Final Year B.Tech student specializing in Artificial Intelligence and Machine Learning at Bannari Amman Institute of Technology.
Passionate about Machine Learning, NLP, Deep Learning, and Cloud Computing, I enjoy building AI-powered applications, automation tools, and cloud-integrated systems.
I’m proficient in C, Java, Python (Basics), SQL, and have hands-on experience with AI Agents, LLMs, Vision Models, and Cloud Technologies.


🧠 My Skills

  • AI/ML: Machine Learning, Deep Learning, NLP, Transformers (GPT-2, GPT-3), Vision Models, AI Agents, MCP (Model Context Protocol), ChromaDB
  • Programming: Python (Basics), SQL, C, Java, OOPS
  • Tools & Platforms: YAML, Git, Docker, Cloud Computing (Azure), MCP Servers
  • Other: Azure Cloud, Software Development, Automation

💼 Projects

  • 📄 PDF RAG: Built a collaborative PDF-based Retrieval-Augmented Generation system with GPT-4.1 using Flask (backend) + Azure OpenAI + Next.js (frontend). Supports multi-user simultaneous querying for teamwork.
  • 🎭 DeepFake Video Detector: Developed a detection system to classify AI-generated videos using MTCNN + EfficientNetV2, deployed with Gradio for interactive testing and feedback.
  • 💬 WhatsApp GPT-2 Tanglish Chatbot: Designed a chat-based bot using GPT-2 with QLoRA (4-bit quantization) and TF-IDF + Cosine Similarity for Tanglish conversations, optimized for RTX 3050 (6GB).
  • 😊 Emotion Detection in Text using BERT: Built an NLP pipeline with BERT for accurate sentiment/emotion classification and integrated with deployment-ready interfaces.
  • ⚙️ Day-to-Day Automation (MCP Servers): Implemented automation workflows using MCP servers for intelligent task execution and system management.

📜 Certifications

  • Machine Learning with Python – FreeCodeCamp
  • Microsoft Applied Skills: Creating Intelligent Document Processing with Azure AI
  • Microsoft Applied Skills: Building NLP Solutions with Azure AI Language
  • Oracle AI Foundation Associate – Oracle

🎯 Areas of Interest

  • Artificial Intelligence & Machine Learning
  • Generative AI & LLMs
  • AI Agents & Automation
  • Cloud Computing (Azure) & Docker
  • Database Design & Vector Databases (ChromaDB)
  • Intelligent Automation

🐍 GitHub Snake


📊 GitHub Stats

Stats
Top Langs


🔥 Contribution Streak

Streak


⏲ WakaTime Stats

WakaTime


👁 Profile Views

Pranesh-2005


🔗 Connect with Me


💻 Always open to collaborating on exciting **AI, ML, or Cloud-based projects**. Let’s innovate together!

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  1. AI-Generated-Video-Detector AI-Generated-Video-Detector Public

    🚀 Deepfake Detector – Open-source tool to spot fake images, videos & audio using EfficientNetV2 + MTCNN. ⚡ Frame-by-frame analysis for high-accuracy detection, built simple for researchers, devs & …

    Python 10

  2. Pranesh-2005.github.io Pranesh-2005.github.io Public

    🌐 Pranesh-2005.github.io – A sleek, customizable developer portfolio built with GatsbyJS + React to showcase skills, projects & achievements professionally.

    JavaScript 8

  3. github-readme-stats-fast github-readme-stats-fast Public

    ⚡ github-readme-stats-fast – A fast and customizable GitHub profile stats generator. Includes Stats Card, Repo Card, Streak Card, Gist Card, Top Languages Card, and WakaTime Card with cache_seconds…

    JavaScript 10

  4. GithubReadmeAndLienseGenerator GithubReadmeAndLienseGenerator Public

    Auto-generate professional README.md and LICENSE files for your repositories in seconds.

    CSS 7

  5. Github_Repo_QandA Github_Repo_QandA Public

    🤖 GitHub Repo Q&A – Query repositories interactively with Python (Gradio, LangChain, Azure OpenAI) + modern JS frontend for an intuitive developer experience.

    CSS 7 1

  6. Java_Cheat_Sheet Java_Cheat_Sheet Public

    📘 Java Cheat Sheet – A handy, concise reference with syntax, concepts & code snippets to boost productivity for beginners & pros alike.

    Vue 8