Matheus Vicari
Heaf Of AI, Computer Vision AI Engineer at mantis•ai
São Paulo, Brazil
Summary
👤
Senior🎓
Top SchoolMatheus Vicari is a Head of AI and Computer Vision engineer based in São Paulo with over a decade of research-driven experience bridging remote sensing, environmental engineering, and applied machine learning. He leads AI efforts at mantis•ai, building production computer vision systems while drawing on a strong academic background (PhD/MSc in Remote Sensing) and prior research posts at UCL and UFRGS. Matheus has deep hands-on expertise in Python, C++ and MATLAB, producing open-source libraries (e.g., TLSeparation) and custom tools for 3D point-cloud processing, satellite image classification, and graph-based analysis. He combines field data collection and domain knowledge in geospatial science with scalable ML workflows using OpenCV, TensorFlow/Keras and scikit-learn. As an educator and project lead, he’s comfortable translating complex scientific methods into teachable material and robust software for real-world environmental and agricultural applications. A less obvious strength is his track record of shipping research as production-ready packages, demonstrating rare fluency from theory through deployment.
10 years of coding experience
Bacharelado, Engenharia Ambiental, Bacharelado, Engenharia Ambiental at Universidade de Passo FundoMestrado, Sensoriamento Remoto, Mestrado, Sensoriamento Remoto at Universidade Federal do Rio Grande do SulUniversity College London
Portuguese, English
Github Skills (9)
python8
octree5
leaf4
kd-tree3
3d-models3
mesh3
binary-tree3
triangular3
3d2
Programming languages (3)
Github contributions (5)
hafizmagnus/TLSeparation
Jun 2017 - Jan 2018
Contributions:12 commits in 7 months
pythonlasertlsscannersleaf
mattbv/pc2graph
Dec 2017 - Feb 2019
Contributions:11 commits, 9 pushes, 1 branch in 1 year 2 months
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