- D.Sc., Systems Engineering and Computer Science, Department of Systems Engineering and Computer Science PESC, 2014
- M.Sc., Systems Engineering and Computer Science, Department of Systems Engineering and Computer Science PESC, 2009
- B.Sc., Mathematics, Department of Mathematics UFPI, 2006