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Itzkuldeep/README.md

Hey πŸ‘‹ What's up?

I'm Kuldeep, an AI/ML Engineer building intelligent agents and real-world automation systems.

πŸ’« About Me:

πŸ”­ Currently building multi-agent AI systems and real-time multimodal AI apps
πŸ‘¨β€πŸ’» Developed full-stack LLM-based projects with LangChain, OpenAI, Gemini, Deepgram, Twilio, Plivo & more
πŸ€– Exploring autonomous AI agents using AutoGen, function calling, and dynamic memory tools
🧠 Passionate about GenAI, Voice Agents, and AI in real-world automation
🌱 Learning more about advanced agent orchestration and scalable deployments
πŸ’¬ Ask me about AI Agents, Function Calling, Real-time APIs, and LLM Integration
⚑ Fun Fact: My AI bots probably have more conversations than I do


πŸš€ Projects Highlights:

πŸ—¨οΈ SQL Chatbot (LangChain + Gemini)

  • Natural language to SQL interface using LangChain's chaining logic
  • Integrated Google Gemini 2.0 Flash for accurate and context-rich query interpretation
  • Deployed with Streamlit frontend

πŸ’¬ WhatsApp AI Assistant

  • Built on WhatsApp Graph API + Flask Webhooks
  • Supports appointment booking, report retrieval, and dynamic info exchange via LLM + Function Calling
  • Used Postman for API testing & WhatsApp flow simulation

🧠 Real-time AI Voice Agent v1 & v2

  • Voicebot using FastAPI, WebSockets, Twilio/Plivo, Deepgram streaming ASR, and OpenAI
  • Synthesized replies using ElevenLabs
  • Real-time voice-to-intent mapping and database-driven responses

🌍 AI Voice Translator

  • Multilingual voice translation agent using Twilio + Deepgram + OpenAI + ElevenLabs
  • Real-time transcription, language switching, and voice synthesis with smooth FastAPI WebSocket pipeline

🧠 Agentic Workplace (Autogen + Streamlit)

  • Multi-agent system inspired by collaborative AI
  • Built using Microsoft AutoGen's GroupChat + MCP tools for agent collaboration
  • Added agent-function mapping, tool usage, and parallel task handling
  • Streamlit UI for configuring and viewing agent interactions

πŸ’» Tech Stack:

βš™οΈ Core Programming

Python C C++

🧠 AI/ML & GenAI

TensorFlow scikit-learn Pandas NumPy Keras Matplotlib

🌐 Web & API

FastAPI Flask Django Postman WebSocket

πŸ’¬ LLMs & Agents

LangChain Google Gemini OpenAI AutoGen MCP Tools

πŸ“ž Voice & Communication

Twilio Plivo Deepgram ElevenLabs

🧰 Tools & Deployment

Streamlit Vercel GitHub Pages Firebase Google Cloud Markdown


πŸ“Š GitHub Stats:




✍️ Dev Quote of the Day


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  1. Bank-Mangment-System Bank-Mangment-System Public

    HTML

  2. E-commerce E-commerce Public

    E-commerce site using HTML and CSS

    HTML

  3. EchoBrief EchoBrief Public

    EchoBrief is an AI-driven app that summarizes audio files (WAV/MP3) using Google's Generative AI. It features audio waveform visualization, file info display, and downloadable summaries. Perfect fo…

    Python

  4. Insights-Bot Insights-Bot Public

    A chatbot that provides intelligent answers to user queries with chat history previews and expandable full responses

    Python

  5. JodCmd JodCmd Public

    A Streamlit-powered chatbot that leverages Google Generative AI (Gemini model) to evaluate resumes and match them with job descriptions. This project aims to assist HR professionals and job seekers…

    Python

  6. Enhanced-Chatbot-with-Database-Integration-and-Dynamic-Learning Enhanced-Chatbot-with-Database-Integration-and-Dynamic-Learning Public

    "A versatile chatbot project featuring a database-connected chatbot and a self-contained intents-based chatbot for dynamic interactions."

    Python