Durangi Abeykoon

HR_Prediction_System. A lightweight Flask application that predicts employee attrition using a machine learning model trained on HR analytics data. The app allows users to input key employee attributes and returns a prediction indicating the likelihood of the employee leaving the organization. Ideal for demonstrating ML integration with web development.

BidMaster. A full-stack web application for managing online auctions, featuring item listing, bidding, item inspection, secure payments, shipping logistics, and a employee management system with roles, payroll, and task assignment.

Traffic_Sign_App. Traffic Sign Recognition web app using Convolutional Neural Networks (CNN) with PyTorch. The app predicts the traffic sign name and confidence level from an uploaded image via a Streamlit UI.