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Rafael Calsaverini

  • PhD
  • Data Science Manager
  • SEEK Group (International AI)
  • 2h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 59CitationsNumber of citations received by Rafael's publications. Updated daily.

Other IDs

Research interests

Variational AutoencodersDeep Generative ModelsProbability TheoryMachine LearningBayesian InferenceInformation TheoryStatistical Mechanics

About

I am a Senior Data Scientist transitioning to manager of applied research and software engineering projects involving statistical modeling, machine learning and hardcore scientific computing in fast paced business environments. I hold a Ph. D. in Statistical Physics in the by Universidade de São Paulo, with a focus in complex systems, bayesian modeling and information processing. In the past I've done research into bayesian modelling of agent-based systems in economics, sociology and biology and applications of information theory to statistical dependence and copula theory. My current research interests are Deep Generative models and its applications.

Co-authors (4)

Publications (5)

  • Phase transition from egalitarian to hierarchical societies driven by competition between cognitive and social constraints

    • Caticha N
    • Calsaverini R
    • Vicente R
    N/AReaders
    N/ACitations
  • An information-theoretic approach to statistical dependence: Copula information

    • Calsaverini R
    • Vicente R
    N/AReaders
    N/ACitations
    Get full text
  • Entropy and Mutual Information of the bivariate Student t distribution

    • Calsaverini R
    N/AReaders
    N/ACitations
  • Intersubband-induced spin-orbit interaction in quantum wells

    • Calsaverini R
    • Bernardes E
    • Egues J
    • et al.
    N/AReaders
    N/ACitations
    Get full text
  • Acoplamento spin-órbita intersubbanda em heteroestruturas semicondutoras.

    • Calsaverini R
    N/AReaders
    N/ACitations

Professional experience

Data Science Manager

SEEK Group (International AI)

September 2017 - Present

Senior Data Scientist

LatAm Experian DataLabs

October 2015 - August 2017(2 years)

Senior Data Scientist

Guia Bolso

April 2015 - October 2015(6 months)

Senior Data Scientist

Catho Online

September 2013 - April 2015(2 years)

Data Scientist

Catho Online

August 2013 - September 2014(a year)

Data Scientist

Apontador

March 2012 - July 2013(a year)

Education history

Ph. D. in Physics

Universidade de São Paulo, Instituto de Física, IF

March 2008 - April 2013(5 years)

M. Sc. in Physics

Universidade de São Paulo, Instituto de Física de São Carlos

March 2005 - October 2007(3 years)

B.S. in Physics

Universidade de São Paulo, Instituto de Física de São Carlos

March 2000 - November 2004(5 years)