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