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Gayana Senarathne's Projects

ajm_pos icon ajm_pos

Desktop POS System( using C#.net, MS SQL Server, Firebase)

ciassignment icon ciassignment

CIS 6005 : Computational Intelligence assignment of KG/BSCSD/11/09

creditcard_pay_pred_ml icon creditcard_pay_pred_ml

💳 Credit card payment prediction ML Model by Gayana Senarathne (KUHDSE21.1F-012) with - Support vector machines (kernel - rbf) by using - Credit card Taiwan Data Source - https://www.kaggle.com/datasets/studymart/credit-card-taiwan-svm-algorithm Final Accuracy - 0.8196

img_classification_ml_fashion-mnist icon img_classification_ml_fashion-mnist

📷 Image Classification ML Model by Gayana Senarathne (KUHDSE21.1F-012) by using - Fashion MNIST Dataset Data Source - https://www.kaggle.com/datasets/zalando-research/fashionmnist (loaded by keras) Final Accuracy - 0.8859

iot-robot-rover icon iot-robot-rover

IoT connected Robot Rover using Arduino uno + NodeMCU (RC via Wifi android app, Line following, Obstacle avoiding)

py_p2p_app icon py_p2p_app

Python Peer to peer Secure (encrypted) chat app

qa_test_saucedemo.com icon qa_test_saucedemo.com

Simple automation test demonstration for https://www.saucedemo.com with Testcafe, Typescript, test run command - npm run demo-test

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