Miguel Monteiro
Principal Research Scientist at Qureight
London, England, United Kingdom
Summary
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Rockstar🎓
Top SchoolMiguel Monteiro is a Principal Research Scientist based in London with eight years of experience building machine learning and computer vision systems for medical imaging, currently leading biomarker-extraction algorithm development at Qureight. He holds a PhD in Computer Science from Imperial College London and a strong engineering foundation from double degrees in Electrical and Computer Engineering and Wireless Systems, blending rigorous research with production-minded implementation. Miguel has led projects from CT lesion analysis for the EU CENTER-TBI consortium to industrial deep-learning segmentation pipelines and has hands-on experience tackling label noise and outlier detection from a Microsoft research internship. Known for translating academic advances into clinical-grade tools, he combines statistical rigor with practical system design and an eye for robust, deployable models. An underappreciated strength is his cross-domain background in time-series and network forecasting, which informs more resilient model engineering for healthcare applications.
8 years of coding experience
9 years of employment as a software developer
Lisbon Machine Learning SchoolDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Imperial College LondonDeep Learning, Deep Learning at UdacityMachine Learning - Stanford University, A, Machine Learning - Stanford University, A at CourseraDouble Degree Master's, Wireless Systems, Double Degree Master's, Wireless Systems at KTH Royal Institute of TechnologyDouble Degree Master's, Electrical and Computer Engineering, 18/20, Double Degree Master's, Electrical and Computer Engineering, 18/20 at Instituto Superior Técnico
Portuguese, English, Spanish, Swedish
Github Skills (88)
python10
style-transfer10
deep-learning10
convolutional-neural-networks10
dataclasses10
argparse10
derived10
environment-variables10
machine-learning10
yaml9
neural-network9
cli9
computer-vision9
lattice9
crf9
Programming languages (5)
Github contributions (5)
biomedia-mira/stochastic_segmentation_networks
Jun 2020 - Jun 2020
Contributions:33 commits, 8 comments, 5 issues in 8 days
MiguelMonteiro/permutohedral_lattice
Jan 2018 - Jan 2019
Permutohedral Lattice C++/CUDA implementation + TensorFlow Op (CPU/GPU)
Contributions:134 commits, 1 PR, 6 pushes in 11 months
cudacpucpptensorflow-opgpu
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