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Hire André N.

Brazil

USD 50 /hr

Researcher and Data Scientist with robust skills in: Machine Learning, Time Series Forecasting, Operations Research.

Profile Summary

I am a scientific researcher interested in collaborative works on writing, editing, SLR in distinct areas. I am a machine learning scientist with a 12-years solid experience in supervised training solutions. * EDUCATION * PhD in artificial intelligence (DI/PUC-Rio, RUNNING!) Master in operations research (DEE/PUC-Rio, 2015) Industrial engineer (DEI/PUC-Rio, 2010) Financial specialist (COPPEAD/UFRJ, 2008) * VIDEOS * Major problems on NLA: www.youtube.com/watch?v=GuEkr6NINm0 How we solve Ax=b nowadays: www.youtube.com/watch?v=KCAvXW_AiGs Data Science can be faster (Part 1): www.youtube.com/watch?v=-bWPeFyOOsU Data Science can be faster (Part 2): www.youtube.com/watch?v=zzobDw20Au4 * RESEARCH IN * Operations Research Numerical Linear Algebra Statistics, Time Series, Econometrics Optimization Machine Learning Data Science * PUBLICATIONS* NOVAES, A.; Tanscheit, R.; Dias, D. M. Econometric Genetic Programming Outperforms Traditional Econometric Algorithms for Regression Tasks. In: GECCO-2017, The Genetic and Evolutionary Computation Conference (Student Workshop session), Berlin, 2017. Link: https://docs.wixstatic.com/ugd/b125e3_d9edfd9f8ea54a24a7b9531470187fda.pdf NOVAES, A.; Tanscheit, R.; Dias, D. M. Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming. In EPIA-2017, Encontro Português de Inteligência Artificial, Porto, 2017. Link: https://docs.wixstatic.com/ugd/b125e3_30e2e7eef720425391348e9d9631738d.pdf NOVAES, A.; Tanscheit, R.; Dias, D. M. Programação Genética Econométrica Aplicada a Problemas de Regressão em Conjuntos de Dados Seccionais. In: ENIAC-2016, XIII Encontro Nacional de Inteligência Artificial e Computacional, Recife, 2016. Koshiyama, A. S.; Amaral, B. M. ; NOVAES, A. ; Dias, D. M. ; Pacheco, M. A. C. Combinação de Previsores por Programação Genética. In: ENIAC-2012, IX Encontro Nacional de Inteligência Artificial, Curitiba, 2012. * PROGRAMMING " Python Matlab

Subject Matter Expertise

• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Business Analytics
• ☆ Econometrics

Services

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Work Experience

Researcher

Fundação Getúlio Vargas

August 2019 - Present

ASSISTANT RESEARCHER

University of Lisbon

May 2017 - May 2018

ASSET MANAGER / INVESTMENT ANALYST

ASM Asset Management

December 2008 - April 2011

Education

MASTER IN OPERATIONS RESEARCH

Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil

August 2012 - October 2015

BACHELOR IN INDUSTRIAL ENGINEERING

Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil

January 2004 - August 2010

SPECIALIZATION IN FINANCE

COPPEAD on Federal University of Rio de Janeiro (UFRJ), Brazil

April 2008 - December 2008

Certifications

• Certification details not provided.

Publications

CONFERENCE PAPER

NOVAES, A.; Tanscheit, R.; Dias, D. M. Econometric Genetic Programming Outperforms Traditional Econometric Algorithms for Regression Tasks. In: GECCO-2017, The Genetic and Evolutionary Computation Conference (Student Workshop session), Berlin, 2017 .

NOVAES, A.; Tanscheit, R.; Dias, D. M. Econometric Genetic Programming in Binary Classification: Evolving Logistic Regressions Through Genetic Programming. In EPIA-2017, Encontro Português de Inteligência Artificial, Porto, 2017 .