Adjoint Professor at Politechnic Institute of Guarda
Vila Nova de Foz Côa, Guarda, Portugal
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Summary
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Senior
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Noel Lopes is an Adjoint Professor and machine learning researcher with over 25 years in academia and 11 years of focused professional experience extracting signal from large, imperfect datasets. He develops incremental learning algorithms that adapt to concept drift and researches strategies to handle missing data directly in real-world streams. Noel also builds parallel GPU implementations to accelerate ML experimentation and enable analysis of much larger datasets. Based in Vila Nova de Foz Côa, Portugal, he holds an MSc and a PhD in Informatics Engineering from the University of Coimbra and has taught at the Polytechnic Institute of Guarda since 1996. Known for blending theoretical rigor with practical performance engineering, he brings a hands-on approach to turning adaptable algorithms into scalable implementations.
11 years of coding experience
18 years of employment as a software developer
MSc., Informatics Engineering, MSc., Informatics Engineering at University of Coimbra
Doctor of Philosophy (PhD), Informatics Engineering, Doctor of Philosophy (PhD), Informatics Engineering at Univeristy of Coimbra
Contributions:6 reviews, 1 PR, 20 pushes in 2 months
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