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O Data & AI w Allegro Pay - - allegro.tech

 1 year ago
source link: https://podcast.allegro.tech/o-data-i-ai-w-allegro-pay/
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22 września 2022

S03E03 - O Data & AI w Allegro Pay - Paweł Marcinkowski

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S03E03 - Paweł Marcinkowski - O Data & AI w Allegro Pay

  • Jak zbudowany jest obszar Data & AI w Allegro Pay i jak (współ)pracują w nim ze sobą poszczególne role oraz zespoły?
  • Jak działa decision engine, kluczowy komponent, od którego zależy sukces Allegro Pay?
  • Jak wyglądałby proces wprowadzenia zupełnie nowej funkcjonalności lub nowego produktu w Allegro Pay?
  • Kim jest i za co odpowiada Data Product Manager?
  • Jak w modelach Machine Learning do predykcji ryzyka kredytowego Allegro Pay wykorzystuje kontekst otoczenia?
  • Na te i inne pytania związane z pracą w największym fintechu w Europie Środkowej odpowiada Paweł Marcinkowski - lider obszaru Data & AI w Allegro Pay.
  • *NPS usługi Allegro Pay wynosi 94 pkt (na podstawie badania zadowolenia klientów)
  • **średnia liczba odwiedzających Allegro.pl to ok. 22M miesięcznie (Gemius Mediapanel)
Paweł Marcinkowski

Paweł Marcinkowski

Data & AI Leader at Allegro Pay, biggest deferred payment method in Central Europe. Together with a team of dedicated professionals: data product managers, engineers, data scientists and analysts he is responsible for building the best customer finance experience in online e-commerce.

Paweł is responsible for data products like analytical data warehouse, data mesh pipelines, MLops architecture, BI platform, decision engine and machine learning models for Allegro Pay.

He has a strong data science background with a few years managing engineering teams. For 7 years gained versatile experience in consulting. Since then developing finance products from Data & AI perspective.

Paweł believes that the best effects are achieved by creating an environment where people can safely leave their comfort zone to efficiently deliver complex solutions .

Engaged in employer branding activities to bring best talents to organizations by creating talent programs, taking part in technical podcasts, presenting on multiple data science conferences.

Jakub Dowgird

Jakub Dowgird

Manager of the best informed team at Allegro (supposedly). Wanted to be a journalist, moved towards communication. Believe it not - it is a more creative option. A communication expert with more than 15 years of experience. In his spare time - a geek, traveler, podcast producer, actor and director in an amateur theater. Occasionally races his Mazda MX-5.


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