We want to use our dataset, based on our current users and their activities, and leverage the latest technology to gain an advantage in our market. We would like to collaborate with students to apply the latest AI and machine learning techniques to our dataset to become more competitive in the market, and serve our users better.

We would like a group of students to analyze our dataset, apply AI, ML and data modeling techniques, and come up with some potential applications for how we can apply AI within our organization.

This will involve:

• Conduct background research on our existing product and the dataset with guidance from our team.
• Conduct research into the latest AI and ML techniques and how they could be applied to our data and best serve our users.
• Developing a ML / AI model which provides some sort of unique outcomes or insights into our data such as recommendation algorithms, predictive analytics like lifetime values, fraud detections, classifications, etc.

By the end of the project, students should submit a final report (along with any source materials such as code, workbooks, etc) that demonstrates:

• Understanding of the available dataset
• The problem being solved
• Methodologies and approaches
• Outcomes and results
• Recommended next steps for our organization

Bonus steps in the process would also include:

• Providing source code in a proper software development environment as applicable

Students will connect directly with us for mentorship throughout the project. We will be able to provide answers to questions such as:

• Current product understanding
• Current data set and guidance in navigating it
• Input on choices, problems or anything else the students might encounter