Raian Maretto
Assistant Professor at Faculty of Geo-Information Science and Earth Observation (ITC) of the University of Twente
Enschede, Overijssel, Netherlands
Summary
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Senior🎓
Top SchoolRaian Maretto is an assistant professor and applied computing researcher with a PhD from INPE, specializing in deep learning, machine learning and data mining for geospatial and remote sensing applications. With over a decade building GIS and remote-sensing software, he has contributed to major Brazilian platforms such as TerraLib, TerraView, TerraME, GeoDMA and the recent DeepGeo package, and brings hands-on experience in C++, Python, Lua, R and Java. He consults and leads research on automated land-cover mapping for the Cerrado and Amazon biomes, translating novel deep learning methods into operational tools for deforestation and agriculture monitoring. Comfortable in agile, multi-disciplinary development teams, he combines environmental modeling and agent-based simulation background with state-of-the-art AI for Earth observation. Notably, his career blends long-term institutional research at INPE with academic leadership at ITC, bridging Brazilian operational systems and European research environments.
12 years of coding experience
9 years of employment as a software developer
Graduate, Computer Science, Graduate, Computer Science at UFOP - Universidade Federal de Ouro PretoMaster of Science - MS, Remote Sensing, Geographic Information Systems, Environmental Modeling, Master of Science - MS, Remote Sensing, Geographic Information Systems, Environmental Modeling at National Institute for Space Research (INPE)Doctor of Philosophy - PhD in Applied Computing, Applied Computer Science, Remote Sensing, Deep Learning, Artificial Intelligence, Doctor of Philosophy - PhD in Applied Computing, Applied Computer Science, Remote Sensing, Deep Learning, Artificial Intelligence at National Institute for Space Research (INPE, Brazil)
Portuguese, English, Italian, Spanish
Github Skills (17)
modeling-tool9
system-dynamics9
earth-observation9
crossword9
cellular-automata9
machine-learning9
agent-based-modeling9
simulation-framework9
deep-learning9
spatial8
lua8
simulation8
agent-based-simulation7
cross-platform6
terraform1
Programming languages (2)
Github contributions (5)
rvmaretto/deepgeo
Apr 2018 - Mar 2022
DeepGeo: Deep Learning for Earth Observation data ToolBox
Contributions:216 commits, 1 PR, 3 pushes in 3 years 11 months
deep-learningearth-observationmachine-learningremote-sensinggeospatial-intelligence
MyAttributes/my_attributes
Mar 2015 - Sep 2015
Contributions:43 pushes, 2 branches, 7 comments in 6 months
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