Authors: Rushil Vijay Salian
Abstract: The growing demand for accessible, scalable, and automated machine learning (ML) platforms has highlighted the need for intuitive tools that democratize model development. ModelLab is a proprietary AI/ML model training platform that enables users to upload datasets, train models, and generate predictions through an interactive web interface. Built with React, Supabase, and TensorFlow.js, it supports end-to-end workflows from data ingestion to model deployment. This paper presents the architecture, features, and performance of ModelLab and explores its potential to revolutionize AI development for non-experts and professionals alike. Future work includes model versioning, expanded algorithm support, and production-level deployments.
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