Browsing by Author "Tasrifa Hossain"

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    Open Access
    AI-Powered Smart E-commerce Web Application with Blockchain Integration
    (North South University, 2023) Md. Shamim Ferdous; Salman Yousuf; Tasrifa Hossain; Mohammad Monirujjaman Khan; 2013080042; 2012927042; 1731779042
    This report introduces an AI-Powered Smart eCommerce Web Application seamlessly integrated with Blockchain technology. The project aims to enhance the security, personalization, and efficiency of online shopping through the integration of advanced technologies. It is in its completed state, which now has a multilingual AI chatbot, a machine product recommendation engine, and blockchain integration with a mainstream payment processor. The project follows a methodology that includes the use of Python, Django, PostgreSQL, NodeJs for Backend and JavaScript, ReactJS, NextJs for Frontend development. The results include a smart e-commerce platform with superior autonomous customer service, personalized and efficient user experience and safe and transparent payment processing. The web application received an overall grade of “A” from GTmetrix with the largest content paint time of 277 milliseconds. Google’s PageSpeed Insight gave the application a score of 97% for performance and 79% for accessibility. The product recommendation engine has obtained an accuracy of 0.9926. Integration of the blockchain ensured the immutability of the transaction records. The AI chatbot was able to reply to customer queries in English, Bengali, and Romanized Bengali. This project positively impacts society and the economy by creating job opportunities and contributing to the growth of the e-commerce industry.