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kavindu26589/README.md

Hi there! 👋 I'm Kavindu Hansaka Jayasinghe 🌟

🎓 Electrical & Electronic Engineer | 🤖 AI/ML Developer | 🌐 AI Engineer | 💡 Open to Collaboration

Welcome to my GitHub profile! 🚀 I specialize in Electrical and Electronic Engineering with a passion for AI, robotics, and cutting-edge technology.

🌟 Skills & Tools

Anaconda Arduino AutoGPT AWS Bash C C++ ChromaDB ChatGPT CrewAI CSS DeepSeek ESP32 ESP8266 Excel FAISS FastAPI Firebase FPGA Gemma Git GitHub Gradio Haystack HTML Hugging Face IoT Java JavaScript Keras LangChain LangGraph LLaMA LlamaIndex Matplotlib MicroPython MySQL Network Security NumPy Ollama OpenCV Pandas Phi-4 PIC Microcontrollers PLC PowerPoint PyTorch Python Robotics Scikit-Learn Streamlit Tableau TensorFlow Transformers VS Code

🚀 What I'm Working On

  • 🤖 Building AI/ML tools with real-world applications (e.g., predictive analytics, robotics control)
  • 📡 Designing IoT and embedded systems for smart automation
  • 📚 Researching and developing ML-based engineering solutions
  • 🎓 Pursuing a degree in Electrical and Electronic Engineering at SLIIT

🛠️ Featured Projects

🔆 Dual-Axis Solar Tracker

  • Tech Stack: ESP32, Machine Learning
  • Description: Predicted solar power generation and controlled a solar tracker using ML algorithms
    GitHub Repository

🤖 Automatic Plowing Machine

  • Tech Stack: ESP32, IoT, MPU6050, Blynk
  • Description: A hybrid plowing system with automatic/manual modes, obstacle avoidance, and IoT-based control
    GitHub Repository

🌧️ Weather Prediction Using Random Forest

  • Tech Stack: Python, Random Forest
  • Description: ML model for weather forecasting based on historical data
    GitHub Repository

🧠 Brain Tumor Detection Using Deep Learning

  • Tech Stack: Python, TensorFlow, Keras, VGG16
  • Description: CNN-based classifier for MRI brain tumor types with transfer learning and augmentation
    GitHub Repository

🏅 Certifications

🧠 AI & Machine Learning

  • IBM – AI Engineering Professional Certificate (Feb 2025)
  • IBM – AI Developer Professional Certificate (Mar 2025)
  • IBM – Generative AI Applications Specialist (Feb 2025)
  • IBM – Generative AI with Transformers & LLMs (Feb 2025)
  • IBM – AI Agents Using RAG and LangChain (Feb 2025)
  • IBM SkillsBuild – Artificial Intelligence Fundamentals
  • Duke University – Python and Pandas for Data Engineering

☁️ Cloud & Big Data

  • AWS – Educate Introduction to Cloud 101 (Jan 2025)
  • IBM – Big Data Foundations - Level 1 (Feb 2025)
  • AWS – Machine Learning Foundations
  • Cisco – Networking Basics

👨‍💻 Programming Foundations

  • IBM – Intro to Neural Networks with PyTorch (Feb 2025)
  • Cisco – Python Essentials 1 & 2
  • Cisco – JavaScript Essentials 1

📜 View All My Certifications on Credly

🤝 Collaborate with Me!

I’m always looking for exciting projects and collaborations. If you’re working on something innovative in AI, robotics, or data engineering — let’s connect!

Email LinkedIn Facebook WhatsApp Credly

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  1. Automatic_Plowing_Machine Automatic_Plowing_Machine Public

    Code files for the Automatic Plowing Machine project, including automatic/manual and manual-only functionality.

    C++

  2. Dual-Axis-Solar-Tracker-Project Dual-Axis-Solar-Tracker-Project Public

    This project implements a dual-axis solar tracker system with integrated power prediction capabilities.

    Jupyter Notebook

  3. Weather-Prediction Weather-Prediction Public

    Jupyter Notebook