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cypherbyte-tech/README.md

👋 Hi there, I'm software developer

🎓 B.Tech AI & ML | 🧠 AI + Web Developer 🎓 Final Year B.Tech AI & ML | 🧠 AI & Web Developer


🚀 About Me

I'm a passionate Final year B.Tech student specializing in Artificial Intelligence and Machine Learning at Bannari Amman Institute of Technology.
I enjoy building intelligent systems, AI agents, and cloud-based applications.
I’m proficient in Python, C, Java, SQL, and deeply interested in LLMs, Generative AI, AI Agents, and Software Development. 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.

💼 Projects

📜 Certifications

  • 🔥 GPT-2 Tanglish Chatbot: Built a WhatsApp-like conversational bot using GPT-2 with QLoRA (4-bit quantization) for efficient training on RTX 3050 (6GB). Enhanced with TF-IDF + Cosine Similarity for better contextual understanding.
  • 😊 Emotion Detection using BERT: Developed an NLP model using BERT for accurate sentiment analysis with deployment-ready interfaces using Gradio.
  • 🤖 Telegram Chatbot: Engineered a chat-mimicking Telegram bot trained on user chat logs, deployed on Railway with cloud scaling.
  • 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
  • Artificial Intelligence & Machine Learning
  • Generative AI & LLMs
  • AI Agents & Automation
  • Software Development
  • Cloud Computing
  • Vector Databases (ChromaDB)
  • Database Design & Management
  • Cloud Computing (Azure) & Docker
  • Database Design & Vector Databases (ChromaDB)
  • Intelligent Automation

@@ -59,31 +67,24 @@ I’m proficient in Python, C, Java, SQL, and deeply interested in **LLMs, G

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Pranesh-2005 @@ -97,10 +98,11 @@ I’m proficient in **Python, C, Java, SQL**, and deeply interested in **LLMs, G


💻 I’m always open to collaborating on exciting AI, ML, or cloud-based projects. Let's build something amazing together! 💻 Always open to collaborating on exciting **AI, ML, or Cloud-based projects**. Let’s innovate together!

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