An Advanced Framework for Enhancing Social-media and E-Commerce Platforms: Using AWS to integrate Software Engineering, Cybersecurity, and Machine Learning
Aryyama Kumar Jana · Journal of Artificial Intelligence Machine Learning and Data Science · 2023
This paper presents a next-generation framework for enhancing social media and e-commerce platforms by combining stateof-the-art software development practices, strong cybersecurity measures, and powerful machine learning techniques, using AWS technologies.Social media and e-commerce platforms encounter persistent challenges such as security vulnerabilities, concerns over data privacy, and the need for enhanced user experiences.The proposed framework resolves these challenges by using AWS services such as AWS Lambda, Amazon SageMaker, AWS Shield, and AWS CodePipeline.The platform utilizes Agile and DevOps approaches to streamline development and deployment, integrates extensive cybersecurity measures for strong protection, and harnesses machine learning for real-time data analytics and customized user experiences.The proposed framework is designed to improve the functionality, security, and satisfaction of users of social media and e-commerce platforms.The framework offers a scalable, secure, and intuitive solution for improving social media and e-commerce platforms by incorporating these modern technologies.