Roderick Perez
Senior Expert Geoscientist at OMV
Vienna, Austria
Summary
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Senior🎓
Top SchoolRoderick Perez is a Senior Expert Geoscientist based in Vienna with nine years of experience applying data science and geophysics to energy challenges. He specializes in solving partial differential equations with physics-informed neural networks and Fourier neural operators to model subsurface behavior for exploration and production. His background spans hands-on reservoir modeling, seismic interpretation, and production forecasting, complemented by strong software skills in Python and SQL for real-time dashboards. Roderick holds advanced degrees across geophysics, geology, data science and an MBA, enabling him to bridge technical, analytical and business perspectives. He has led geoscience teams and delivered AI-driven workflows in diverse environments from field development to corporate strategy. An understated strength is his ability to translate complex seismic and ML outputs into actionable decisions that reduce uncertainty and improve well productivity.
9 years of coding experience
4 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Geophysics, Doctor of Philosophy (Ph.D.), Geophysics at University of OklahomaBachelor, Geophycal Engineering, Bachelor, Geophycal Engineering at Universidad Simon BolivarMaster of Business Administration (M.B.A.), Business Administration and Management, General, Master of Business Administration (M.B.A.), Business Administration and Management, General at Universidad De Los Andes Facultad de AdministracionMaster's degree, Data Science, Master's degree, Data Science at University of ViennaDoctor of Philosophy - PhD, Geophysics and Seismology, Doctor of Philosophy - PhD, Geophysics and Seismology at The University Of Oklahoma Haskell & Irene Lemon Construction Science Division
English, Spanish, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (3)
segmentation5
3d4
deep-neural-networks1
Programming languages (1)
Github contributions (5)
roderickperez/DCA_using_RNN
Jun 2022 - Jan 2026
Automatic Decline Curve Analysis Using a Deep RNN (Recurrent Neural Network).
Contributions:3 pushes in 3 years 8 months
declinernndeep-learningrecurrent-neural-networksneural-networks
roderickperez/wattleDashboard
Jul 2021 - Sep 2021
Contributions:85 pushes, 1 branch in 1 month
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