Laurence is a New York City based Y Combinator (Winter 2026) company that automates Amazon advertising and marketplace management for brands. The platform applies quantitative-trading methodology — hierarchical Bayesian bid optimization over Amazon Marketing Stream data landed in ClickHouse — to maximize contribution margin after margin and ad… - View it on GitHub