Elias Prado
Research Geologist at Geologic Survey of Brazil
Cruzeiro, Federal District, Brazil
Summary
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Senior🎓
Top SchoolElias Prado is a research geologist and machine-learning practitioner with eight years at the Geological Survey of Brazil, where he coordinates applied geoscience research to deliver AI-driven solutions for mineral and energy exploration. He holds a PhD from Unicamp and a master's focused on reflectance spectroscopy and economic geology, combining deep domain knowledge with practical skills in Python, TensorFlow/PyTorch, and full‑stack tools (ReactJS + Flask). His work spans mineral prospectivity mapping, hyperspectral data processing, geophysical and remote-sensing analysis, and he has translated those research pipelines into deployable software. Notably, he blends classical geological mapping experience with advanced deep learning and reinforcement learning training from Udacity, enabling novel approaches to target identification in complex terrains. Based in Cruzeiro, Brazil, Elias bridges field geology and production-ready data science to accelerate discovery in mining, oil & gas, and geothermal sectors.
8 years of coding experience
Curso, Reinforcement Learning, Curso, Reinforcement Learning at Udacitynível avançado em Língua Inglesa, Língua Inglesa, nível avançado em Língua Inglesa, Língua Inglesa at Casa Thomas JeffersonCurso, Deep Learning, Curso, Deep Learning at Udacity BrasilDoctor of Philosophy - PhD, Geological and Earth Sciences/Geosciences, Doctor of Philosophy - PhD, Geological and Earth Sciences/Geosciences at Universidade Estadual de CampinasMaster's degree, Caracterização Espectral do Depósito de Ferro N4WS, Carajás, Brasil, Master's degree, Caracterização Espectral do Depósito de Ferro N4WS, Carajás, Brasil at Universidade de BrasíliaPós-doutorado, Geological and Earth Sciences/Geosciences, Pós-doutorado, Geological and Earth Sciences/Geosciences at Universidade Federal de Santa Catarina
Portuguese, English, Spanish
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (51)
apidoc10
react-component10
earthquake9
typescript9
interval-arithmetic9
least-squares9
imbalanced-data9
api9
fractal9
api-documentation9
react9
noise9
openapi9
uikit9
fenics8
Programming languages (4)
Github contributions (5)
Eliasmgprado/GeologicalComplexity_SMOTE
Feb 2020 - May 2021
Tool for compute the geological complexity map (fractal dimension)
Contributions:1 release, 1 review, 75 commits in 1 year 3 months
complexitygeologicalgeologygeophysicsfenics
Eliasmgprado/Tabela_de_Campo
Dec 2017 - Apr 2022
Contributions:1 release, 111 commits, 2 PRs in 4 years 4 months
xlsxfieldexcel
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