Hi, I'm Vatsal, AI Ops Lead at COTU-Ventures in Dubai

Hi all, I'm Vatsal, AI Ops Lead at COTU-Ventures in Dubai. I come at this as an investor with a data science background: NLP and LLMs, search and ranking, predictive analytics. I build in public on GitHub, mostly to test ideas quickly.

Recent projects include sift-sourcing, a natural-language people search that returns a ranked, vetted shortlist for venture sourcing, and cmo-ugc, which turns a URL into an editable competitive intel brief.

What I'd love from this community: feedback from anyone who has used AI for deal sourcing or founder search. I'd like to know what a shortlist needs to show before you trust it.