Portfolio Recommendation Engine Content Matching The Problem Match job postings to the best candidate websites from a large, shifting pool with complex business rules. The Approach Embedding-based scoring pipeline with layered business logic. 480 to 640 hours. Three weeks infra, rest on domain modeling. When business rules are complex, most time is spent translating domain expertise into AI behavior. Content Matching 4 / 17
