Proposal presentation (ppt) - Rahulnair.net

sharpfartsAI and Robotics

Nov 8, 2013 (3 years and 7 months ago)

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Taskminder

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What you’ll hear

Manas Tungare

Zach Pousman

Brian Landry

Rahul Nair

Motivation
-

Problem Space

Proposed Application


Machine Learning Features


UI ideas

Project Phases

Questions / Comments


Taskminder

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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.

Taskminder

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Proposed Application : ML (Features)

Features


Location


Interaction


Activity


Keywords


Due date (optional)

Clustering

Reinforcement Learning

Taskminder

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Proposed Application : UI

?

Taskminder

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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


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Questions / Comments