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harmehak0173/README.md

👋 Hi, I'm Harmehak Singh Khangura

🎓 Master of Engineering (Electrical & Computer Engineering) @ University of Waterloo
💡 Passionate about AI for Real-World Impact | 🤖 AI & Machine Learning Engineer | 💻 Software Engineer | 📈 AI Business Leadership
📍 Waterloo, Canada

🚀 Projects

🛡️ AI-Powered Incident Management System

Tech: Python · FastAPI · Streamlit · RAG · Vector Embeddings · Pydantic · NumPy

🛡️ Smart Research Agent

Tech: Python · OpenAI GPT · LangChain · DuckDuckGo · Web Scraping · Pydantic

☁️ Nimbus Weather Assistant

Tech: Python · httpx · OpenWeather API · OpenAI · Hugging Face · Ollama · MCP

🐜 Swarm Intelligence in Autonomous Agents for Search & Rescue Operations

Tech: Python · Pygame · ACO · Matplotlib

💬 WhatsApp Chat Analyzer

Tech: Python · pandas · wordcloud · Streamlit

🤚 Hand Gesture Recognition System

Tech: Python · TensorFlow · Keras · NumPy · scikit-learn · Matplotlib

📊 Customer Analysis Dashboard

Tech: Tableau · Power BI

📝 Publications

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

🧠 Technical Skills

🧩 Programming & Backend

🤖 Machine Learning & AI

⚙️ AI Tools & Frameworks

🧮 Data Engineering & Databases

📊 Business Intelligence & Visualization

⚙️ Development & Deployment

💬 Soft Skills

📚 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

🎓 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)

🤝 Let's Connect

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

Popular repositories Loading

  1. Hand-Recognition-System Hand-Recognition-System Public

    A real-time system that can recognize simple hand gestures and sign language.

    Jupyter Notebook

  2. Online-Cake-Ordering-Website Online-Cake-Ordering-Website Public

    HTML

  3. Hand-Gesture-to-Speech-Conversion-System Hand-Gesture-to-Speech-Conversion-System Public

    Project used for detection of hand gestures using a webcam and converts them into speech.

    Jupyter Notebook

  4. Whatsapp-Chat-Analysis Whatsapp-Chat-Analysis Public

    An interactive web app built using Streamlit to analyze WhatsApp chat exports and provide meaningful insights like message statistics, timelines, activity patterns, most common words, emoji usage, …

    Python

  5. Swarm-Intelligence-in-Autonomous-Agents-for-Search-and-Rescue-Operations Swarm-Intelligence-in-Autonomous-Agents-for-Search-and-Rescue-Operations Public

    This project investigates the use of Ant Colony Optimization (ACO) inside swarm intelligence to improve search and rescue (SAR) operations using decentralized autonomous agents.

    Python

  6. Customer-Analysis-Using-Tableau Customer-Analysis-Using-Tableau Public

    Project based on analyzing customer data with Tableau to identify important insights and trends.