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prashankulathunga/README.md

Software Engineer • ML & AI Practitioner • Full-Stack Problem Solver

LinkedIn

I'm a Computer Science graduated at the University of Plymouth focused on building production minded AI and full-stack systems with real business value. I enjoy turning ideas into working products from planning and system design to machine learning, backend engineering, and deployment.

  • Building AI driven solutions for real world business problems
  • Developing scalable full-stack applications and APIs
  • Interested in clean architecture, practical ML, and product focused engineering

Featured Project

Gold Market Price Predictor + Pawning Shop Management System

A machine learning powered platform that forecasts gold prices using time series models and supports pawning shop operations with smarter, data driven decision making.

Tech Stack

Python TensorFlow JavaScript TypeScript React Node.js MongoDB MySQL Docker Git

Open to Collaboration

I'm open to collaborating on AI/ML, full-stack development, open source, and knowledge sharing projects with developers, teams, and builders working on meaningful products.

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  1. GOLD_PRICE_PREDICT-SYSTEM GOLD_PRICE_PREDICT-SYSTEM Public

    This gold price prediction system is a web app for pawning centers to forecast future gold prices and manage pawned items. Using Facebook Prophet, it predicts prices in USD and LKR for 3, 6, and 12…

    Jupyter Notebook 1

  2. RFIAS RFIAS Public

    Forked from Dilshanc53/Rfias

    A facial recognition attendance system that automatically tracks attendance in real-time. Built with Python, OpenCV, Dlib, and Flask, it ensures secure, accurate attendance management with an admin…

    JavaScript 1

  3. ROOM-DESIGN-PLTFRM ROOM-DESIGN-PLTFRM Public

    Room Design Platform is a web application that enables users to design and visualize rooms in both 2D and 3D. Built with React.js, TypeScript, and Three.js, the platform offers real-time customizat…

    TypeScript 4 3

  4. ProStore ProStore Public

    ProStore is an e-commerce web application built with the Next.js App Router. This repository is a course-based practice project created as part of a Coursera learning path.

    TypeScript 1

  5. ECOMMERCE-GROCERY ECOMMERCE-GROCERY Public

    Grocery Delivery Website is a MERN stack app offering a smooth online grocery shopping experience. Users can browse products, add to cart, and place secure orders. It features a responsive React fr…

    JavaScript 2

  6. REDUX-PHOTO-GALLERY REDUX-PHOTO-GALLERY Public

    Redux Photo Gallery is a React app that displays a responsive photo gallery using Redux Toolkit for state management. It features asynchronous data fetching with createAsyncThunk, middleware loggin…

    JavaScript 1