
Project 1
A nonprofit receives hundreds of volunteer applications and struggles to match people to the right opportunities.
What work looks like
Talk to staff about how they currently make matches, identify important matching criteria, build an AI matching tool, test recommendations against past examples, and refine the ranking logic.
What you learn
Recommendation systems, structured data, user needs, ranking, and evaluation.






