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