Profil #279147

Data scientist with background in theoretical physics and mathematics eager to jump into a new industry to make an impact. I have over 5 years of specialized quantitative and analytical skills coming from a highly competitive academic environment.
Problem solving programming analytical skills fast-learner quantitative methods machine learning  
Opdateret 27. december 2024
Min uddannelse
2017 - 2021

ph.d. (erhverv)

Anden uddannelsesinstitution i udlandet

  • Published 3 scientific articles where I computed quantum corrections in phase transitions and inhomogeneous background for theoretical physics applications.
  • Combined analytical and mathematical techniques to develop a parallel computing solution using
    • Wolfram Mathematica and bash scripting to compute novel corrections in quantum field theory.
  • Built a data pipeline for this project: numerical simulation, data collection and aggregation, analysis
    • and reporting.
    Uddannelsesområde: Matematik, Fysik & Nano
    Periode: august 2017 - november 2021
    2014 - 2016

    Master

    Anden uddannelsesinstitution i udlandet

    M.Sc. - Elite Program for Theoretical and Mathematical Physics
    Ludwig-Maximilians University, Munich, Germany (GPA 1.3/1.0 German system)
    Thesis: Scattering of a particle against a black-hole described as a bound state
    Uddannelsesområde: Matematik, Fysik & Nano
    Periode: august 2014 - oktober 2016
    Min erhvervserfaring
    2023 - nu

    Data Scientist

    Collectia A/S

    Data scientist - responsible for modelling and deployment of machine learning models related to credit scoring, debt collection and internal company process optimization.
    Arbejdsområde: IT - Software
    Periode: december 2023 - nu
    2021 - 2023

    Postdoc researcher in theoretical physics

    Syddansk Universitet (SDU)

  • Published 4 scientific articles concerning physics model testing in particle physics and cosmology.
  • Data and statistical analysis of physical models. Specialized in Monte Carlo sampling methods and
    • Bayesian statistical analysis to confirm the viability of our model.
  • Applied of advanced mathematical tools to model fluids and quantum fields in cosmology and astrophysics to successfully explain phenomena.
  • Organization of institute’s seminar: arranged topics, speakers and acted as chairman.
    • • Participated in more than 10 conferences and seminars as a contributor. Full list available on request.
    Arbejdsområde: Forskning & Udvikling
    Periode: oktober 2021 - november 2023
    2017 - 2021

    PhD researcher in theoretical physics

    Technical University of Munich

  • Published 3 scientific articles where I computed quantum corrections in phase transitions and inhomogeneous background for theoretical physics applications.
  • Combined analytical and mathematical techniques to develop a parallel computing solution using
    • Wolfram Mathematica and bash scripting to compute novel corrections in quantum field theory.
  • Built a data pipeline for this project: numerical simulation, data collection and aggregation, analysis
    • and reporting.
    Arbejdsområde: Forskning & Udvikling
    Periode: august 2017 - november 2021
    Mine kompetencer
    Evner
    algorithms data analysis mathematics model building python scikit-learn statistics
    Sprog på arbejdsniveau
    english german spanish
    Mine præferencer
    Jobtype
    Fuldtidsjob
    Arbejdsområde
    Bank & Forsikring Data & Analyse IT - Software Naturvidenskab
    Geografi
    Storkøbenhavn Vestsjælland
    Læs mere / links
    https://www.linkedin.com/in/ju... https://juan-s-cruz.github.io/... https://orcid.org/0000-0002-43...
    Kontakt mig!