Data Science Undergraduate Portfolio

Hello! I amSanduni Navodya

I'm a Data Science undergraduate with a strong foundation in machine learning, statistical analysis, and data visualization. I have experience working with real-world datasets to derive insights and build predictive models. Explore my projects and skills in data analysis, machine learning, and data-driven decision-making.

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My Projects

Discover my work that spans various domains, showcasing expertise in building creative and robust solutions.

House Price Prediction System

A House Price Prediction System leveraging machine learning and regression analysis to provide accurate property value estimates. Built with React, Vite, and Flask, it features an intuitive interface for entering property details and delivers precise pricing insights for smarter real estate decisions.

PythonMachine LearningRegression AnalysisFlaskReact.js

Code

Mobile Recommendation System

A web-based Mobile Recommendation System designed to simplify choosing the ideal mobile device. Built with Python and Streamlit, it features an intuitive interface and comprehensive filters like brand, storage, RAM, and price, delivering personalized recommendations to meet user preferences.

PythonMachine LearningPickleStreamlit

Code

Text Summarization & Analysis System

A Python-based Text Summarization and Analysis System utilizing NLP and Machine Learning to process large text efficiently. With a user-friendly Streamlit interface, it provides quick summaries and insightful text analysis to enhance productivity.

NLPPythonMachine LearningDeep LearningStreamlit

Code

GenAI Cold Email Generator

An AI-powered Cold Email Generator designed to automate and personalize outreach for business development. Using Llama LLM, LangChain, and ChromaDB, it dynamically crafts tailored emails based on job listings and includes portfolio links to enhance client engagement.

NLPChromaDBLLMLangchainStreamlit

Code

Vehicle Service Management System

A web-based Vehicle Service Management System built with the MERN stack, streamlining operations for Singhe Automotive Company. This platform enhances efficiency and user experience for vehicle owners, service providers, and administrators.

MongoDBExpressReact.jsNode.jsHTMLCSSTailwind CSS

Code

Currency Converter App

A sleek and efficient currency converter app built with React, enabling real-time conversions for seamless global transactions. Perfect for travelers, businesses, and anyone needing quick currency insights!

React.jsJavascript

Code

Online Event Planning System

An Online Event Planning System built using Java, HTML, CSS, Bootstrap, and MySQL, designed with MVC architecture. This platform simplifies event organization by providing seamless management for event details, attendees, and schedules.

JavaCSSHTMLBoostrapMySQL WorkBenchMVC Architecture

Code

Online Land Sale System

The Online Land Sale System is a PHP-based web application designed to streamline the process of buying and selling land properties. Featuring JavaScript, CSS, and MySQL integration, this platform offers a user-friendly interface for property listings, searches, and transactions.

PHPJavasciptCSSMySQL

Code

Experience

Intern Data Engineer

SLT Digital Lab - Sri Lanka Telecom PLC

Dec 2024 - Present

Sri Lanka Telecom Head Office, Lotus Road, Colombo-01

Contact Me

Let's create something amazing together. Get in touch and let's discuss your ideas.

Get in Touch

Feel free to reach out for collaborations or just a friendly hello!

sanduninavodya01@gmail.com

+94 71 936 98 98

Ambalantota, Sri Lanka