
Develop a full-stack mobile/web app to control smart home devices, predict user preferences, and automate routines using AI.
Design front-end for device control, status monitoring, and schedules.
Develop back-end databases for devices, users, and routines.
Implement secure login and role-based access.
Preprocess usage patterns for AI modeling.
Apply ML algorithms to predict device usage and automate routines.
Build dashboards for monitoring device analytics.
Implement notifications for device alerts and reminders.
Conduct testing for AI accuracy and system reliability.
Document architecture, AI workflow, and user guide.