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CS 25-322 AI Generated Planning Insights Powered by Clickstream Data

Problem Statement: As a platform stakeholder, how can I leverage clickstream data to provide observations/recommendations in roadmap planning?

Project Sponsor: Capital One

Project Description

Acceptance criteria for the project includes:

  1. Creating a basic web application with clickstream enabled. This will give us the opportunity to work with a new coding language and better understand Clickstream.
  2. Creating an AI powered solution, trained using clickstream data, that will provide roadmap/planning recommendations. It will accurately handle prompts such as “How can I reduce AHT in the X container?”, “Where do users spend the most time in the application?”, “What are my critical features?”.
  3. Can be narrowed to a specific container/component or application-wide.
  4. Integrating with JIRA to create mock Epics/stories, if the recommendation is accepted.

We will have access to existing AI implementations, JIRA access, and access to clickstream storage.

The directory structure in this GitHub is to allow the project to have all its resources self-contained. Open Source software should not just be a repository of code. There are a number of directories to help you and others who will follow in your footsteps. It'll also allow the Linux Foundation OMP Mentorship program to keep track of your project and get a better understanding of the problems you encountered during the development of this project.

Folder Description
Documentation all documentation the project team has created to describe the architecture, design, installation, and configuration of the project
Notes and Research Relevant helpful information to understand the tools and techniques used in the project
Project Deliverables Folder that contains final pdf versions of all Fall and Spring Major Deliverables
Status Reports Project management documentation - weekly reports, milestones, etc.
scr Source code - create as many subdirectories as needed

Note: Commits behind this fork could be automatically synced, meaning that changes made in the template are pushed into your repo. Please do not discard commits ahead (these are the updates you make to this repository).

Project Team

  • Tyler Jordan - Capital One - Mentor
  • Emily Corxall - Capital One - Mentor
  • Mahesh Nair - Capital One - Mentor
  • Thomas Gyeera - Computer Science - Faculty Advisor
  • Carissa Trieu - Computer Science - Student Team Member
  • Priya Choudhary - Computer Science - Student Team Member
  • Bindi Patel - Computer Science - Student Team Member
  • Ivan Emdee - Computer Science - Student Team Member

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CS capstone project sponsored by Capital One to leverage clickstream data to provide recommendations in roadmap planning

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