Gitcoin Citizens: What are you doing?

[rohit]

@rohit

Also rabbit-holing into applying clustering algorithms on problem descriptions and solutions grantees are working on. Donors can choose where to concentrate or diversify their contributions if we can help visualize this in a 2D or 3D space. This might work even worse than how I am describing but too tempting not to try it out!

I have made a separate post below on the findings of using clustering algorithms (as well as past donation data to drive personalized recommendations):

Concepts, PoCs, and Early Results for Personalized Grantee Recommendations

tl;dr Over 4 different rounds, GrantsScope (more context) has helped donors discover grantees through LLM-assisted conversations. As the next iteration in the quest to reduce information asymmetry for donors, the post explores two options to drive grantee recommendations in future Gitcoin Grants Rounds. Ask GrantsScope started as a bunch of Python scripts I used to make my decisions about contributions to Gitcoin Grants. As it found relevance and support in the community, I would love to incorp…