I’m Emmanuel Chekumbe from Nairobi, Kenya.

I’m working on Sentinel, a self-hostable trust & safety service that helps forums and platforms label and route harmful content (incitement, hate speech, election manipulation) in Kenyan multilingual, code-switched contexts.

Sponsor support helps me maintain the codebase, run infrastructure for demos/tests, and collaborate with communities to curate high-quality language packs and evaluation data.