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A Data Scientist with strong Machine Learning and Artificial Intelligence skills and a rich experience in Software Development and Data Engineering, including Big Data processing and Distributed Computing, pursuing a career as a researcher.
Identification

Personal identification

Full name
Filipe Emanuel dos Santos Marinho da Rocha

Citation names

  • Filipe Marinho Rocha

Author identifiers

Ciência ID
AF1E-BF08-C4F9
ORCID iD
0000-0003-4171-4459

Knowledge fields

  • Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language Speaking Reading Writing Listening Peer-review
English Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2) Proficiency (C2)
Portuguese (Mother tongue)
Education
Degree Classification
2018/09/01 - 2021/12/31
Ongoing
 Ciência de Computadores (Doutoramento)
Major in Inteligência Artificial
Universidade do Porto Faculdade de Ciências, Portugal
2008/09/01 - 2011/12/22
Concluded
 Análise de Dados e Sistemas de Apoio à Decisão (Mestrado)
Universidade do Porto Faculdade de Economia, Portugal
 15
2004/09/01 - 2008/09/01
Concluded
 Ciência de Computadores (Licenciatura)
Universidade do Porto Faculdade de Ciências, Portugal
 13
Affiliation

Science

Category
Host institution 		Employer
2018/06/01 - 2019/03/31 Research Assistant (Research) Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal

Others

Category
Host institution 		Employer
2019/05/07 - 2020/11/10 Freelance Software Developer Upwork Global Inc, United States
2017/03/01 - 2017/07/31 Senior Data Scientist Gradiant, Spain
2015/10/01 - 2016/06/30 Data Engineer Uphold, Portugal
2013/03/01 - 2014/02/28 Data Scientist/Machine Learning Expert Feedzai, Portugal
2012/08/12 - 2013/02/01 Startup and Web Developer Self-employed, Portugal
2009/06/01 - 2011/09/01 Data Scientist SonaeMC, Portugal
Projects

Grant

Designation Funders
2018/06/20 - 2019/03/31 REStable
6950/BI_B2-B/2018
Research Fellow
Instituto de Engenharia de Sistemas e Computadores Tecnologia e Ciência, Portugal
Outputs

Publications

Conference paper
  1. Rocha, Filipe. "Overcoming Reinforcement Learning limits with Inductive Logic Programming". Paper presented in WorldCIST, 2020.
    Published
  2. Rocha, Filipe. "From Reinforcement Learning towards Artificial General Intelligence". Paper presented in WorldCIST, 2020.
    Published
Thesis / Dissertation
  1. Rocha, Filipe Emanuel dos Santos Marinho da. "Modelação da Resposta Individual a Promoções Direcionadas no Grande Retalho usando Data Mining.". Master, Universidade do Porto Faculdade de Economia, 2010. http://hdl.handle.net/10216/57206.