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DularaWijerathne/README.md

👋 Hey, I'm Dulara! 🌟

🎓 Holding a BSc. Degree from the University of Sri Jayewardenepura, I honed my skills in mathematics, computer science, and physics. Later, I specialized in Mathematics through a special degree program, deepening my expertise.

🤖 Currently pursuing an MSc in Data Science and AI at the same institution, I'm passionate about exploring the vast potential of these fields to solve real-world challenges.

🌐 Let's delve into the world of Data Science & AI together! 🚀

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  1. Token-Insertion-Model Token-Insertion-Model Public

    Developed neural network using BERT & TensorFlow to predict <X> token placement in sentences. Achieved >90% F1-Score. Automated token insertion based on model predictions.

    Jupyter Notebook

  2. AI-Powered_Restaurant_Assistant AI-Powered_Restaurant_Assistant Public

    This project demonstrates the application of NLP techniques and machine learning to develop a functional chatbot tailored for restaurant-related interactions. Through preprocessing, training, and i…

    Python 1

  3. Heart_Failure_Prediction Heart_Failure_Prediction Public

    The Heart Disease Prediction Model employs machine learning to detect heart disease early. Utilizing a dataset with key features like age, sex, chest pain type, and physiological metrics, the model…

    Jupyter Notebook

  4. Vehicle_Price_Prediction Vehicle_Price_Prediction Public

    Utilizing a Random Forest regression model, this project predicts car prices in Australia by analyzing essential features. Through meticulous data preprocessing and effective training, the model is…

    Jupyter Notebook 1

  5. Image_Classification Image_Classification Public

    Developed an image classification script using TensorFlow and Convolutional Neural Networks (CNNs), utilizing the Keras dataset with ten classifications. Trained the neural network to recognize tho…

    Jupyter Notebook

  6. Path_Finder Path_Finder Public

    Developed a maze-solving script in Python, employing the breadth-first search (BFS) algorithm to determine the shortest path between two points within a maze. Implemented the project using the curs…

    Python