Online Travel Agency
Deal Engine
A production flight inventory contained many prices but no consistent way to rank relative value by route, timing, and historical context.
The Problem
Raw price alone did not show whether a flight was unusually competitive for its route and travel context. The merchandising team needed a consistent ranking instead of selecting from a large inventory by hand.
What I Built
While employed by the travel business, I built a system that analyzed live inventory against route, timing, and historical pricing context. It produced a continuously refreshed ranking that other product surfaces could use to select deal candidates.
The Outcome
Verified technical result: the system generated a continuously refreshed ranked feed for production use. No conversion or revenue lift is claimed here because those business metrics are not available for public verification.