Gabriel Humpire-mamani
Senior AI Researcher at Deep Design Systems
Barcelona, Catalonia, Spain
Summary
👤
Senior🎓
Top SchoolGabriel Humpire-mamani is a Senior AI Researcher with 15 years working at the intersection of computer vision and applied AI, and eight years of industry experience delivering research-grade systems into production. He earned a PhD in medical imaging with highly cited work and a pending patent on CT segmentation, then transitioned to lead cross-functional teams that recovered delayed projects and improved real-time system performance by 30%. Hands-on across the stack, he builds pipelines in Python and C++, trains and optimizes models in TensorFlow/PyTorch, deploys with TensorRT/OpenCV, and fine-tunes LLMs and diffusion models for generative 3D and vision tasks. Recent work includes automating 3D product design from text prompts using LLMs, diffusion and NeRFs and deploying autonomous drone vision systems with strict latency constraints. He balances technical leadership and mentorship, driving both precision-critical AI (90%+ precision in industrial settings) and scalable production engineering. Based in Barcelona, he focuses on next-generation vision systems that marry accuracy, reliability, and real-world impact.
8 years of coding experience
12 years of employment as a software developer
Doctor of Philosophy - PhD Machine learning applied to medical imaging, Doctor of Philosophy - PhD Machine learning applied to medical imaging at Radboud UniversityMaster's degree Computer Science, Master's degree Computer Science at USP - Universidade de São PauloBachelor's degree Computer Science, Bachelor's degree Computer Science at Universidad Nacional de San Agustín
Spanish, English, Portuguese
Github Skills (25)
python8
machine-learning8
javascript8
pytorch8
data-science7
tensorflow7
deep-learning7
depth-estimation6
neural-network5
segmentation4
deeplab4
jax4
semantic3
computer-vision3
ros3
Programming languages (3)
Github contributions (5)
ghumpire/test
Dec 2020 - Dec 2020
Contributions:2 pushes in 1 day
ghumpire/algorithms.diagnijmegen.nl
Apr 2019 - Apr 2019
Contributions:2 pushes in 1 day
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