Summary
Overview
Work history
Education
Skills
Timeline
Generic
André Pedrosa

André Pedrosa

Summary

Senior professional with focus on data science and machine learning with +6 years of experience in Financial/Payments Risk field. Skilled in developing, deploying and monitoring machine learning models and deliver data~driven insights to drive business decision.

Overview

9
9
years of professional experience
12
12
years of post-secondary education

Work history

Data Science Manager

EY UK
London
07.2023 - Current
  • Technical leading of a DS team responsible for End-to-end implementation off Machine Learning based solutions on Tier 1 and Tier 2 banks for fraud prevention in UK Market. Cross-disciplinary coordination between internal and external stakeholders
  • Python, Spark, AWS Cloud Services, ML Tree Base Methods (LightGBM, XGBoost, etc)

Senior Data scientist

Feedzai
Lisbon
10.2018 - 06.2023
  • End-to-end implementation off Machine Learning based solutions on Tier 1 and Tier 2 banks, merchants, networks and e-commerce clients for fraud prevention.
  • Python, Spark, AWS Cloud Services, ML Tree Base Methods (LightGBM, XGBoost, etc)

Research Fellowship

Faculdade de Ciências da Universidade de Lisboa
Lisboa, Portugal
01.2017 - 09.2018
  • Data mining and development of predictive models with application in the field of infectious diseases

Education

Basic Music Conservatory Course on Piano -

Orfeão de Leiria
01.2006 - 01.2011

B1 - English Course -

Inter Learning Center
01.2008 - 01.2010

MSc - Biomedical Engineering

Faculdade de Ciências e Tecnologias da Universidade de Coimbra
10.2011 - 10.2016

Skills

  • SQL
  • Spark/Hadoop
  • AWS Cloud Services
  • Python (numpy,pandas,psypark,slearn,h2o, sklearn, lightgbm)
  • R
  • AWS Cloud
  • Bash
  • Git

Timeline

Data Science Manager

EY UK
07.2023 - Current

Senior Data scientist

Feedzai
10.2018 - 06.2023

Research Fellowship

Faculdade de Ciências da Universidade de Lisboa
01.2017 - 09.2018

MSc - Biomedical Engineering

Faculdade de Ciências e Tecnologias da Universidade de Coimbra
10.2011 - 10.2016

B1 - English Course -

Inter Learning Center
01.2008 - 01.2010

Basic Music Conservatory Course on Piano -

Orfeão de Leiria
01.2006 - 01.2011
André Pedrosa