Background && Motivation • Overview • Algorithm • Features • User Interface
✅ Automated group generation per faculty through the matching of mentors and mentees.
👉🏼 Excel file upload and download.
👉🏼 Ability to merge batches of students entered.
👉🏼 Custom question weighting.
👉🏼 Manual mentor and mentee assignation.
✅ Mentor log management and mentee feedback for program assessment.
👉🏼 Form builder and response manager.
✅ Track the continued engagement of mentees and mentors.
👉🏼 Download of tracked engagement data summary.
👉🏼 Visualization of engagement per group.
We looked into different current algorithms that could be a good fit for our problem. However, we found significant drawbacks for those that we found, so we opted for designing our own:
✅ Based on K-Means clustering algorithm
✅ Customizable number of mentees per group
✅ Guarantees one mentor per group
