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Abstract-The use of electronic devices for ease of operation has increased largely in the world. Various techniques are used for intelligent extraction of information from the surroundings and developing effective interfaces for obtaining the same. This paper proposes a system that rules out this interface altogether and provides the user with intelligent task completion. Pattern recognition techniques have been used for data extraction from the surroundings and cascaded with data mining algorithms that fetch the relevant information from the web. Users commonly make to-do lists on their smart devices. However, it is common for users to forget to refer to them in places where tasks can be completed potentially. The system is so designed to send a message to the user that a particular task can be completed at a particular time. An adaptive learning based algorithm also improves the efficiency of the system with usage.