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harmehak0173/README.md

Typing intro

Hi, I'm Harmehak Singh Khangura 👋

Founder @ UniBuzz.ai  |  AI and Machine Learning Engineer
Master of Engineering, Electrical & Computer Engineering - University of Waterloo
📍 Waterloo, Ontario, Canada

LinkedIn Portfolio Email Credly

🚀 About Me

I'm an engineer who loves building products with LLMs and AI agents. I hold a Master of Engineering in Electrical and Computer Engineering from the University of Waterloo, and I'm the founder of UniBuzz.ai, where I turn large language models, generative AI, and agentic architectures into intelligent systems that people actually use.

I'm also fascinated by human psychology and what makes people tick, which shapes how I design products. Alongside the engineering, I bring solid marketing knowledge backed by Meta certifications and the people skills to work well with just about anyone. At the core of it, I believe great engineering starts with asking why, not just how.

🛠️ Tech Stack

Programming & Backend

Machine Learning & AI

AI Tools & Frameworks

Data Engineering & Databases

Business Intelligence & Visualization

Development & Deployment

Soft Skills

📌 Featured Projects

Project What it does Tech
AI-Powered Incident Management RAG based incident response with semantic search over past incidents, root cause analysis, and a chat interface. Python, FastAPI, RAG
Smart Research Agent Autonomous LLM agent that researches the web and compiles reports with citations. Python, OpenAI, LangChain
Nimbus MCP Weather assistant CLI with MCP server integration and multi model reasoning. Python, MCP, OpenAI
Swarm Intelligence for Search and Rescue Ant Colony Optimization simulation for multi agent target discovery in obstacle filled maps. Python, Pygame, ACO
WhatsApp Chat Analyzer Chat analytics and NLP with an interactive Streamlit dashboard. Python, pandas, Streamlit
Hand Gesture Recognition Real time hand gesture recognition using deep learning. Python, TensorFlow, OpenCV

🔎 More on my portfolio.

📊 GitHub Stats

GitHub streak

📝 Publications

  • "Human Computer Interaction: Technologies and Challenges" - JETIR, 2023
  • "Aristocratic Trends of Cyber Attacks: Ukraine Case Study" - Springer ICDSC, 2022

🎓 Education

  • University of Waterloo, Canada - Master of Engineering, Electrical & Computer Engineering (2025)
  • GNE College Ludhiana, Punjab Technical University, India - B.Tech, Computer Science & Engineering (2023)

📚 Certifications

  • 🧠 Google Cloud Certified - Generative AI Leader - Google Cloud, Mar 2026
  • ☁️ AWS Cloud Technical Essentials - Amazon Web Services (AWS), Sep 2025
  • 🌩️ Migrating to the AWS Cloud - Amazon Web Services (AWS), Sep 2025
  • 🤖 Fundamentals of AI Agents Using RAG and LangChain - IBM, Aug 2025
  • 🧠 Machine Learning Specialization - University of Washington, Nov 2020
  • 🔍 Building Conversational Experiences with Dialogflow - Google, Jun 2020

🤝 Let's Connect

⭐️ "Code for humanity - where every algorithm should care."

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  1. mcp-nutrition mcp-nutrition Public

    AI 7-day meal planner with daily calorie catch-up - FastAPI web app + MCP server, grounded by API Ninjas + OpenWeather.

    Python 1

  2. AI-Powered-Incident-Management-Assistant AI-Powered-Incident-Management-Assistant Public

    AI-Powered Incident Management System using RAG and AI agents

    Python

  3. Mindcare-Assistant Mindcare-Assistant Public

    A comprehensive tool for emotion recognition and mental health assistance that evaluates text, facial expressions (via image/camera), and speech audio to decode emotions, highlight crisis-related w…

    Python

  4. mini-atlas-slack-bot mini-atlas-slack-bot Public

    Mini-Atlas: A Slack bot that lets teams query structured data using natural language - translates to SQL, visualizes results, and posts polished responses back to Slack.

    Python

  5. NimbusMCP NimbusMCP Public

    Interactive MCP-powered weather assistant with current conditions and 5-day forecast, featuring layered LLM analysis (OpenAI/Hugging Face/Ollama) and robust fallbacks.

    Python

  6. AI-Image-Variator AI-Image-Variator Public

    An AI-powered application that generates multiple creative variations of an uploaded image. It uses a lightweight VAE model to modify images in latent space, with a LangChain agent and MCP-like too…

    Python