Development and Enhancement of a Scalable React Platform with Front- end Development, AI/ML Integration and API-Driven Architecture
Authors:-Mansi Hatwar, Associate Professor Dr. Pavithra G
Abstract-:This paper presents the architectural evolution, development methodology, and QA practices involved in building and enhancing a scalable React-based web platform. The platform underwent a systematic migration from legacy frameworks to React, incorporating modern development practices and component-driven architecture. Furthermore, the platform was augmented with AI/ML capabilities for predictive analytics and integrated with RESTful APIs for seamless interoperability. Emphasis is placed on quality assurance (QA) strategies, automation in testing, design systems using Material UI, and real-world challenges encountered during migration and integration. The development process included collaborative UI/UX prototyping in Figma, effective use of Git and GitHub for version control, and performance- focused HTML/CSS design. The approach reflects modern trends in web-based intelligent applications and offers insights into the operational benefits of a decoupled architecture.
