We are a start-up and looking to incorporate machine learning in the near future. We would like to collaborate with students to see how we could apply the latest AI and machine learning techniques to our dataset to gather new and exciting insights that our organization can leverage and that can benefit our users.

We would like a group of students to analyze what our dataset will look like, apply AI, ML and data modelling 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 product development and the dataset.
• Conduct research into the latest AI and ML techniques and how they could be applied to our data.
• 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, or other.

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

• Understanding of the dataset
• The problem being solved
• Methodologies and approaches
• Outcomes and results
• Recommended next steps for our organization, with relevant references and tools mentioned

Bonus steps in the process would also include:

• Providing multiple versions of any potential solutions
• Providing source code in a proper software development environment as applicable

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

• Current product understanding
• Customer personas
• Current information architecture and guidance in navigating it
• Input on choices, problems or anything else the students might encounter