Machine Learning for On-Demand Delivery Services
Description
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.
Speaker
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 Booking.com responsible for exploitation, collection and exploitation of digital content for hospitality market. Maxim is also a co-founder of a Natural Language Processing company NLPPeople.com, 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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