We are constantly thinking about how we can better serve our community. As a result, we have decided to make a matrimonial app for our community where we can help our community members find a perfect spouse for themselves.

We would like to collaborate with students to apply the latest machine learning (ML) and data mining (DM) techniques. Students will develop an ML model related to any of the aforementioned applications.

This will involve several different steps for the students, including:

• Conducting background research on our existing products and the dataset.
• Analyzing our current dataset.
• Researching the latest ML/ DM techniques and how they could be applied to our data.
• Developing an ML/DM model that provides unique outcomes or insights into our data.
• Providing multiple solutions that can be applied to solve the same problem.

By the end of the project, students should demonstrate:

• Understanding of the available dataset
• Understanding of the latest ML/DM techniques
• Identification of ways in which ML/DM can be applied to our company

Bonus steps would include:

• Providing multiple versions of potential models

Final deliverables should include

• A final report on the dataset, the problem solved, methodologies and approaches, outcomes and results, and recommended next steps.
• Source materials such as code and workbooks.

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

• Our current products and applications of DM / ML
• The current data set and guidance in navigating it
• Current industry standard approaches to DM / ML
• Input on choices, problems or anything else the students might encounter.