Machine Learning for On-Demand Delivery Services


30 minutes

In this talk, Maxim will cover some of the machine learning use cases for machine learning at Glovo (a Spanish on-demand courier service marketplace). The main focus of the presentation is on the dispatching machine learning models, which estimate various elements of the order journey. He will also cover some of the metrics we use to observe (and react) machine learning models’ behavior in production.


Maxim Khalilov

Head of Data Science at Glovo

Maxim Khalilov is currently a head of Data Science at Glovo, a Spanish on-demand courier service unicorn. Prior to that he was a director of applied artificial intelligence at Unbabel, a company disrupting the customer service market with machine translation and worked a product owner in data science at responsible for exploitation, collection and exploitation of digital content for hospitality market. Maxim is also a co-founder of a Natural Language Processing company, has a Ph.D. from Polytechnic University of Catalonia (Barcelona, 2009), an MBA from IE Business School (Madrid, 2016) and is the author of more than 30 scientific publications.

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