Welcome to My GitHub Profile 👋
About Me
Hello! I'm a Professor at the Military Institute of Engineering (IME) with a strong focus on Artificial Intelligence (AI) applications in Remote Sensing. My academic and professional journey has revolved around exploring innovative solutions to complex geospatial challenges, particularly those involving environmental monitoring and deforestation detection.
Research Interests
- Artificial Intelligence in Remote Sensing:
- Deep Learning and Machine Learning for geospatial analysis.
- SAR and Optical data fusion.
- Geoinformation Extraction:
- Detection, prediction, and monitoring of environmental changes.
- Defense Applications:
- GIS and geoinformatics for defense and strategic planning.
- Project-Based Learning in Engineering Education.
Academic Background
- PhD in Electrical Engineering (Pontifícia Universidade Católica, Rio de Janeiro, 2024): Focus on Computer Vision for Remote Sensing.
- Master's in Defense Engineering (IME, 2012): Focus on Satellite Positioning.
- Cartographic Engineering (IME, 2006).
Projects
- Deforestation Risk Forecasting: Development of an online platform using AI to predict deforestation risks in the Amazon rainforest.
- SAR and Optical Fusion for Deforestation Detection: Research on Deep Learning models for improving deforestation detection under diverse cloud conditions.
- Engineering Education Transformation: Promoting entrepreneurship and project management skills in engineering education.
Publications and Contributions
I have contributed to research in:
- Environmental monitoring using AI.
- Improving data reliability through multi-source data fusion.
- Addressing cloud interference in optical imagery with SAR data.
For detailed publications, check out my Google Scholar Profile.
Teaching and Supervision
At IME, I guide students in:
- AI applications for remote sensing and geospatial analysis.
- Project-based research and innovation.
Let's Connect!
Feel free to explore my repositories and get in touch if you're interested in collaborating or learning more about my work.
“Harnessing technology for a better understanding of our planet.”