Guilherme Potje
Senior Applied Scientist at Microsoft
Minas Gerais, Brazil
Summary
🤩
Rockstar🎓
Top SchoolGuilherme Potje is a Senior Applied Scientist with over a decade of research and engineering experience at the intersection of computer vision, machine learning and 3D perception, now building applied AI at Microsoft from Minas Gerais, Brazil. He combines a strong academic foundation—a PhD focused on local image features and efficient image matching—with hands-on systems work spanning C++, Python, embedded deployment, ROS, and large-scale camera stream processing. His career includes real-world R&D projects such as autonomous cavity exploration and HoloLens visualization, as well as industrial-grade pipelines for 3D reconstruction and SLAM used in robotics and aerial mapping. Comfortable moving from classical image processing to deep learning and LLM/LVM/SLM interests, he is adept at turning novel research into deployable systems and prototyping rapidly with tools like OpenCV, Open3D and PyTorch. A less obvious strength is his breadth across sensor modalities—RGB, RGB-D, LiDAR and multispectral—which enables robust multimodal perception solutions.
10 years of coding experience
11 years of employment as a software developer
PhD Computer Vision and Machine Learning, PhD Computer Vision and Machine Learning at Universidade Federal de Minas GeraisBachelor's degree Computer Science, Bachelor's degree Computer Science at Universidade do Oeste Paulista
Portuguese, English
Github Skills (13)
image-matching10
image-registration10
feature-extraction7
kornia7
deep-learning6
pose-estimation6
sift5
feature-matching5
transformers5
pytorch4
computer-vision3
pytorch-lightning2
gradio1
Programming languages (3)
Github contributions (5)
guipotje/gps_cloud_alignment
Dec 2015 - Dec 2017
Contributions:40 pushes, 1 branch in 2 years 1 month
guipotje/guipotje.github.io
Jun 2021 - Jun 2024
Contributions:32 pushes, 1 branch in 3 years
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