This project aims to develop a programmatic deal flow origination tool in a venture capital firm that focuses on early-stage startups by looking for founders and profiles similar to successful founders, since most early-stage companies do not have any digital presence and traditional approaches often miss them. This approach will increase deal flow quantity, and, with complementary fine-tuning, it could increase deal flow quality as well, as it proactively looks for opportunities that fit the investment scope, whereas current inbound deals are frequently outside this scope.