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Skills

Data Science - Full-Stack Big Data Analysis, Statistical Inference and Regression (OLS, GLM, Mixed Models), Time Series & Panel Data Analysis, Neural Networks, LSTM Networks, Data Visualization, Clustering Algorithms

Programing Languages Python, R, C++, Java, Lua, C, C#, JavaScript

Research Tools R libraries (caret, lme4, plm, tidyverse,...), NumPy, SciPy, Scikit-learn, Pandas, igraph, graph-tool, NLTK

Databases PostgreSQL, MySQL, SQL Server, HSQLDB, SQLite

EDUCATION

PhD in Physics 2017-2020
University of Zaragoza, Spain
Advisors: Prof. Yamir Moreno & Dr. Carlos Grácia Lázaro
Thesis: [Strategic and Selfless Interactions: a study of human behaviour]({{ '/assets/docs/thesis_felipe_maciel_cardoso.pdf' | prepend: site.baseurl }})

MSc in Computer Science 2014-2016
University of Campinas, Brazil
Advisor: Prof. André Santanchè
Thesis: Topical Homophily in an Online Social Network

Bachelor of Computer Science 2008-2012
University of Campinas, Brazil

Academic & Professional Experience

Research assistant - University of Zaragoza, Spain 02/2019 - 01/2021

  • Analysed data from experiments and social networks using econometric models and machine learning algorithms (R and Python).
  • Developed platforms for socio-economic experiments using Django/Python and PostgreSQL databases.
  • Developed a novel theoretical model explaining the origins of cooperation.
  • Coded simulations in C++.

Research assistant - UC3M, Spain 02/2017 - 01/2019

  • Analysed data from experiments and social networks using econometric models and machine learning algorithms (R and Python).
  • Developed platforms for socio-economic experiments using Django/Python and PostgreSQL databases.
  • Coded simulations in C++.

Software Engineer - Kaffa Mobile, Brazil 10/2013 - 08/2014

  • Developed mobile and web applications for GIS using Java, Lua, SQL Server, HSQLDB, and H2.
  • Performed requirements analysis directly with stakeholders.

Software Developer - MC1, Brazil 07/2012 - 10/2013

  • Developed applications for Android and Windows mobile devices.
  • Ported Windows Mobile (C#) code to Android (Java).
  • Managed SQL Server and SQLite databases.
  • Mentored interns.

Software Engineer - Kaffa Mobile, Brazil 5/2011 - 06/2012

  • Developed mobile applications using Java, Lua, SQL Server, HSQLDB, and H2.

Web Developer - CPqD, Brazil 1/2011 - 05/2011

  • Developed an interactive map for the GIGA Project using Java and JavaScript.

Web Developer - Institute Of Economics - UNICAMP, Brasil 7/2009 - 1/2011

  • Developed management systems using Java, JavaScript, JSF, and SQL Server.

Web Developer - Celere IT, Brasil 4/2008 - 11/2008

  • Developed web applications with C#.NET, ASP.NET, and SQL Server.

Web Developer - John & Mark IT Solutions, Brasil 1/2007 - 12/2007

  • Participated in the development of an ERP software using Visual Basic.NET and SQL Server.

Scholarships

Master Scholarship - CAPES 07/2016

Master Scholarship - Microsoft Research - Open Data Scholarship 02/2015 - 06/2016

Research assistant - Santander International Mobility Scholarship 07/2015 - 02/2016
Mobility scholarship for 6 months exchange at University of Zaragoza

Master Scholarship - CAPES 12/2014 - 02/2015

Referee experience

PLoS ONE
Physical Review E
Chaos, Solutions & Fractals
Journal of Statistical Mechanics: Theory and Methods
Journal of Complex Networks

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PROJECTS

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RECOGNITION & INTERESTS

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Academic Activities

Teaching Assistant - Algorithms and Computer Programming 2015
University of Campinas, Brazil
Laboratory classes, marking, assignment review, office hours, online support.

Invited Lecture - Database course 2015
University of Campinas, Brazil
Two lectures about Complex Networks given to undergraduate and graduate students.

Examination Board Member - Database course 2015
University of Campinas, Brazil
Two lectures about Complex Networks given to undergraduate and graduate students.

\cventry{2016}{}{XI Theses and Dissertations Workshop - WTD}{IC - University of Campinas}{}{Evaluation of theses and dissertations proposals.}

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