Oscar

  Oscar Peredo Andrade


  Interests:
  •   Mathematical Programming and Optimization
  •   High Performance Computing
  •   Big Data
  •   Data Mining and Statistics
  •   Large scale industrial applications

  •   Curriculum Vitae (spanish) (english)
      PhD in Computer Architecture (2022) Department of Computer Architecture, UPC, Spain
      Thesis: Large Scale Geostatistics with Locally Varying Anisotropy (pdf, english).
      Keywords: Geostatistics, Numerical Simulations, Big Data, Parallel Computing

      Master in Information Technology (2013) FIB, Barcelona School of Informatics, UPC, Spain
      Specilization: Supercomputing, High Performance Computing. Joint work with Barcelona Supercomputing Center.
      Thesis: Adjoint-based PDE-constrained optimization using High Performance Computing techniques (pdf, english).
      Keywords: Numerical Simulations, Finite Element method, Mathematical Optimization, Parallel Computing

      Mathematical Engineer (2009) DIM, Universidad de Chile, Chile
      Thesis: Implementation of a Semidefinite Programming method with Parallel Computing (pdf, spanish).
      Keywords: Semidefinite Programming (SDP), Nonlinear SDP, Parallel Computing, Static Output Feedback

      Computer Science Engineer (2008) DCC, Universidad de Chile, Chile
      Thesis: Pattern Reproduction in Geostatistical Simulation (pdf, spanish).
      Keywords: Geostatistics, Parallel Computing, Simulated Annealing, Speculative Computing, Patterns

      Email: operedo gmail com

      Current job:
  • Senior Manager at Liberty Latin America (Telecommunications company), leading the Data Science team, depending on the Advanced Analytics group.


  •   Previous jobs:
  •   Senior Manager at VTR (Telecommunications company), leading the Data Science team, depending on the Advanced Analytics group.
  •   Senior Researcher at Telefonica I+D Chile (Telecommunications company). My research/application fields were Big Data, High Performance Computing and Mathematical modelling applied to Smart Industries (Mining and Agriculture) and Smart Cities.
  •   Associate Researcher at Advanced Lab for Geostatistical Supercomputing (ALGES) at Advanced Mining Tehnology Center, Universidad de Chile, Chile. My research/application fields were Geostatistics, Parallel Computing and Code Optimization .
  •   Resident student at the Computer Applications in Science & Engineering group at Barcelona Supercomputing Center, Universitat Politecnica de Catalunya, Spain. My research field was Multidisciplinary Design Optimization (MDO) with applications in Oil/Gas inversion problems (controlled source electro-magnetics) and optimal design CFD problems (computational fluid dynamics).
  •   Freelance quantitative analyst (Futures and FOREX).
  •   External consultant at ALGES Lab (Advanced Laboratory for Geostatistical Supercomputing) at Mining Engineering Department, Universidad de Chile, Chile.
  •   Research assistant at Center for Mathematical Modeling.

  •   Publications/Conferences:
  •   Google Scholar
  •   ORCID

  • 15 June 2022