An AI-based Intelligent Social Companion app is developed based on Kivy, a Cross-Platform Python Framework. The app aimed to cultivate better social skills and to improve the social behaviour of persons with Intellectual Disabilities (PWIDs). The developed solution has 3 major features:

[Conversation Simulator] The conversation simulator aims to cultivate socially acceptable behaviours within PWIDs through remote means. Provides a conversation prompt and grades the response according to how appropriate it is.

[Sign Language Neural Network] A sign language recognition system is developed using a Multilayer Perceptron (MLP) Deep Learning model and optimised with oneAPI Deep Neural Network Library (oneDNN).