Miguel Patrício

Data Scientist @ Booking.com

Miguel Patricio’s journey towards Data Science started by obtaining a background in Pure Mathematics at the University of Coimbra, followed by a PhD in Mathematics from the Technical University of Eindhoven. He went on teach and do research at the Polytechnical Institute of Leiria, the Polytechnical Institute of Coimbra and finally the Faculty of Medicine of the University of Coimbra, where he mostly focused on Biostatistics.

In 2017 he joined Booking.com as a Data Scientist where juggles data scavenging, averaging numbers in a way that is meaningful, getting value from quick and dirty models, being challenged daily and having great fun.

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All Sessions by Miguel Patrício

  • Auditorium Recall


  • 12:00  - 12:30
    As part of the performance management cycle at Booking.com, employees participate in periodic performance appraisals, where the performance scores for individual employees are calibrated between groups of managers on a department level to promote enhanced transparency and consistency. As a data-driven company, we are using various analytical techniques (from proportions to machine learning) and study design to understand how we can best: 1. Improve the efficiency of these calibration meetings; 2. Create standard measures for our desired results; and 3. Optimise the perceived "fairness" of the overall performance appraisal process.
    Machine Learning




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Miguel Patrício