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Focusing
🎯
Focusing
4 followers · 10 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: YOLO

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chanupadeshan/README.md

👋 Hello, I'm Chanupa Deshan

🎓 Undergraduate at SLIIT – BSc (Hons) in Information Technology
🧠 Passionate about AI/ML, Deep Learning, XAI, and building real-world applications
☀️ Currently exploring AI for the Solar Industry with a focus on Reinforcement Learning (RL) and Explainable AI (XAI)
🔍 Eagerly learning and experimenting with Transformer Architectures, RL, and AWS Cloud Services

🔧 Tech Stack

💻 Languages

🧠 ML / AI

📦 Frameworks & Libraries

🧰 Tools & Platforms

🎯 Current Learning & Research Goals

  • ⚡ Designing RL + XAI solutions for solar power optimization
  • 🤖 Deep dive into Transformer Architectures for NLP and vision (ongoing)
  • 🌐 Building multi-agent AI systems and experimenting with RAG pipelines
  • ☁️ Getting hands-on with AWS (EC2, Lambda, S3, SageMaker) for ML deployment

📊 GitHub Stats

📬 Let's Connect

Thanks for visiting my profile! Let’s build AI that’s powerful, explainable, and sustainable 🌱☀️

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  1. LoRA-Fine-Tune LoRA-Fine-Tune Public

    Fine-tuning TinyLlama-1.1B-Chat using LoRA on the GSM8K dataset for solving grade school math word problems efficiently with low computational cost.

    Python

  2. atliq-bank-insights atliq-bank-insights Public

    A complete data analytics and A/B testing project for Atliq Bank using synthetic customer and transaction data. Includes data cleaning, EDA, and statistical evaluation of a targeted marketing campa…

    Jupyter Notebook

  3. PPE-DETECTION PPE-DETECTION Public

    YOLO-based computer vision project for real-time detection of helmets and vests (PPE) in video footage using OpenCV and cvzone

    Python

  4. LLM-Powered-Multi-Agent-Blog-Generator LLM-Powered-Multi-Agent-Blog-Generator Public

    Agentic AI system for collaborative content generation using CrewAI, GPT-3.5 Turbo, and Serper. Includes 7 specialized agents for research, writing, SEO, QA, and summarization.

    HTML

  5. LSTM-Stock_price_prediction LSTM-Stock_price_prediction Public

    Stock Price Forecasting using LSTM Neural Network

    Jupyter Notebook

  6. Potato-Disease-Classification-with-CNN Potato-Disease-Classification-with-CNN Public

    Potato Disease Classification with CNN

    Jupyter Notebook