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Engineering, Backend, Data / ML

Demand and ETR Forecasting at Airports

March 23, 2023 / Global
Featured image for Demand and ETR Forecasting at Airports
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Figure 1: Example ETR tiles in the venue marker.
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Figure 2: Diagram representing the relationship between three constituent models.
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Figure 3: Diagram for ETR calculation and EQL model (simplified)
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Figure 4: Diagram for Demand Forecasting Prediction (simplified) 
Michael (Yichuan) Cai

Michael (Yichuan) Cai

Michael Cai is a Staff Software Engineer and Team Lead on the Airports team, where they’ve led and worked on ML-based ETA reduction, projects like express/prematch/PIN, driver-side feature like ETR and demand forecasting, and building Smart Itineraries from the ground up.

Martina Balestra

Martina Balestra

Martina Balestra is a Senior Applied Scientist on the Airports team leading demand and supply forecasting work.

Posted by Michael (Yichuan) Cai, Martina Balestra