Abstract: Across the changing environment of digital services, the need to innovate and to be efficient is as urgent as ever. Our project, FOLK SELECT WEB APPLICATION ONE STOP SHOP FOR ALL. Endeavours to provide an efficient solution to the time overcommitments and cumbersome working of users in different industry sectors. All of this can be accomplished through advanced methods such as integration with the Internet of things (web), machine learning (including the Transformer models), natural language processing (embedding and similarity matching), and seamless user interface design, and we can achieve a unique and automated solution for heterogeneous tasks with excellent accuracy. The convergence of these technologies has the potential to bring about a major shift towards improved efficiency, objectivity, and repeatability of service provision. The purpose of this project is to design a platform which is comprehensive, will be easy for users to use, that is suitable for a large variety of user requirements and will provide a good, easy-to-use and efficient user experience.

Index Terms:  Machine Learning (Transformer), Natural Language Processing (NLP), Web Integration.

| DOI: 10.17148/IARJSET.2024.111122