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theHoodguy4587/README.md

Hi 👋, I'm Senitha Gunathilaka

🚀 Undergraduate Computer Science Student | Aspiring Data Scientist

🧠 About Me

  • 🎓 Undergraduate at Eastern University, Sri Lanka
  • 🔭 Currently working on Machine Learning & Data Analysis projects
  • 🌱 Learning Deep Learning, MLOps, and Deployment
  • 💡 Interested in real-world problem solving using data
  • 📫 Reach me: senitha02@gmail.com

🚀 Tech Stack

📊 GitHub Analytics

🏆 Achievements & Goals

  • 📚 Completed Data Science course (Jose Portilla)
  • 🎯 Goal: Become a Data Scientist / ML Engineer
  • ⚙️ Currently exploring MLOps & deployment pipelines

🔗 Connect With Me

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  1. Crypto-Price-prediction Crypto-Price-prediction Public

    This project predicts Bitcoin (BTC) prices using a Long Short-Term Memory (LSTM) deep learning model.

    Jupyter Notebook 1

  2. Sales-Forecasting-Trend-Analysis-using-Time-Series-Models Sales-Forecasting-Trend-Analysis-using-Time-Series-Models Public

    This project presents an end-to-end sales analytics and forecasting solution using historical retail data.

    Jupyter Notebook 1

  3. Resume-Job-Matcher Resume-Job-Matcher Public

    End-to-end NLP project that extracts skills from resumes and matches them against job descriptions to provide a skill match score.

    Python 1

  4. Sri-Lanka-Tourism-ChatBot Sri-Lanka-Tourism-ChatBot Public

    RAG chatbot that provides context-aware answers about tourism in Sri Lanka using web-scraped data, semantic search, and transformer-based language models.

    Python 1

  5. AI-Assessment-Assistant AI-Assessment-Assistant Public

    An AI-powered chatbot built using Retrieval-Augmented Generation (RAG) that delivers accurate, context-aware answers for educational and assessment-related queries.

  6. Global-Inflation-Prediction Global-Inflation-Prediction Public

    This project aims to predict inflation rates based on historical data. It includes a comprehensive pipeline for data processing, feature engineering, model training with hyperparameter tuning, a pr…

    Jupyter Notebook