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Taskminder: Smarter Paper-like To-Do List

A machine learning-powered app that displays and manages your task list while making smart suggestions. Keep track of tasks, locations, due dates, and interact with the app's intelligent features.

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Taskminder: Smarter Paper-like To-Do List

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  1. Taskminder Like your paper to do list, only smarter! Manas Tungare Zach Pousman Brian Landry Rahul Nair What you’ll hear Motivation - Problem Space Proposed Application Machine Learning Features UI ideas Project Phases Questions / Comments

  2. Taskminder Like your paper to do list, only smarter! Motivation Tasks are a fact of life. Nearly, everyone keeps a task list of some sort or other and these are some of the most personal information structures -- you couldn’t make sense of someone else’s list. An ML-powered agent could be implemented to display your task list and make smart suggestions.

  3. Taskminder Like your paper to do list, only smarter! Proposed Application : ML (Features) Features Location Interaction Activity Keywords Due date (optional) Clustering Reinforcement Learning

  4. Taskminder Like your paper to do list, only smarter! Proposed Application : UI ?

  5. Taskminder Like your paper to do list, only smarter! Project Phases Phase 1 - [Now until Feb 17] Gather sample data (team will track their own tasks, locations) Build Proxies (collect email events and web access) Data Clustering Play with ML algorithms Phase 1.5 Develop the architecture for the suggestion agent Phase 2 [Feb 17 - Feb 28] Build the suggestion agent Run the suggestion agent with test data Phase 3 Live with the prototype Evaluation

  6. Taskminder Like your paper to do list, only smarter! Questions / Comments

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