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Sayan-Mondal2022/README.md

Hii my name is Sayan

Computer Science Engineering student specializing in Artificial Intelligence & Machine Learning
💡 Passionate about transforming ideas into real-world AI-driven applications.
🚀 Striving to build solutions that are not just functional, but meaningful and impactful.

     

Tech Stack

💻 Programming Languages

🌐 Frameworks & Databases

🤖 AI/ML & Tools

Featured Projects

🚀 Enterprise Knowledge Copilot

AI-Powered RAG-Based Internal Knowledge Assistant

  • 📚 Retrieval-Augmented Generation (RAG) architecture
  • 🔎 Vector database integration for semantic search
  • 🏢 Designed for enterprise internal documentation
  • ⚡ Optimized embedding retrieval pipeline
  • 🐳 Container-ready deployment setup

Tech Stack: Python, LangChain, Vector DB, LLMs, Docker

🛡 Multi-Label Toxicity Classification System

Advanced NLP-Based Content Moderation System

  • 🧠 Multi-label classification (hate, insult, threat, etc.)
  • 📝 Text preprocessing & tokenization pipeline
  • 🤖 Deep learning model training & evaluation
  • 📊 Designed for social media moderation systems
  • 📈 Performance optimization with evaluation metrics

Tech Stack: Python, TensorFlow/PyTorch, NLP, Scikit-learn

💱 Currency Converter Chatbot

AI Chatbot with Real-Time Exchange Rate Integration

  • 🌍 Live currency conversion using exchange APIs
  • 💬 Conversational chatbot interface
  • 🔄 Dynamic currency updates
  • ⚡ Lightweight and scalable design
  • 🔌 REST API integration

Tech Stack: Python, APIs, NLP, Flask

🤖 FAQs Chatbot

Intent-Based Travel Domain Conversational Assistant

  • 🧠 Custom intent classification model
  • 📚 Trained using TensorFlow
  • 🗣 Natural language query handling
  • 🌐 Web-deployable chatbot system
  • 📊 Structured training dataset design

Tech Stack: Python, TensorFlow, NLP, Machine Learning

GitHub Analytics

GitHub Streak

Let's Connect

     

⭐ “Good code is its own best documentation.”

– Steve McConnell ✨

Pinned Loading

  1. enterprise-knowledge-copilot enterprise-knowledge-copilot Public

    An AI-powered Enterprise Knowledge Base Copilot using Vector Search and RAG to provide grounded, actionable answers from internal documents.

    Jupyter Notebook 1

  2. medical-chatbot medical-chatbot Public

    This is a Medical Chatbot built to answer to all the Frequently Asked Questions regarding their health and diseases, which can mostly give a temporary solution to the End-User.

    Jupyter Notebook

  3. comment_toxicity_classifier comment_toxicity_classifier Public

    This is an NLP project that detects and labels toxic or harmful content in user comments.

    Jupyter Notebook

  4. currency_converter currency_converter Public

    Currency Converter Chatbot is an AI chatbot that provides real-time currency conversion based on user input using exchange rate APIs.

    Python

  5. faqs_chatbot faqs_chatbot Public

    FAQs Chatbot is an AI-powered chatbot that automatically answers frequently asked questions using natural language processing.

    Python