Rapid urbanization has intensified the challenges of municipal solid waste management, particularly in ensuring proper waste segregation at the source. This paper presents SwatchhAI, an Android-based smart waste segregation and collection system that leverages Convolutional Neural Networks (CNN) and cloud-based services to automate waste classification without the need for physical sensors or IoT hardware. The proposed system allows users to capture or upload images of waste materials through a