Ana Maldonado

Head of Data Strategy and Corporate Solutions - Qualogy

My mission as the Head of Data Strategy and Corporate Solutions at Qualogy is to help companies build their innovation hubs, translating clients needs and business questions into solutions with an innovative twist. With more than 15 years of experience in research and technology at TNO, Solvay, University of Amsterdam and the University Denis Diderot (where I got my PhD in Computational and Theoretical Chemistry), I am committed to make the world a better place by helping people and companies get enthusiastic and in action about the tech of tomorrow. Interests: data science, R&I and strategy.

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Corporate relocation prediction: a 10 year - 2 million companies use case.

Whenever you do something that nobody has tried to do before, you often encounter difficulties, that well, nobody has found before! During this talk we will walk you through the data, the modelling, the problems (and solutions!) that we encountered when working together with Graydon on predicting for different kinds of companies the probability of moving from one place to another. For this use case, we analyzed 10 years of data for two million companies using around 100 descriptors / features, and produced a nice predictive model using random forest in the Google Cloud Platform.

Language: English

Level: Intermediate

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