Hugo Martiniano
Summary
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SeniorHugo Martiniano is an assistant researcher and data scientist with a PhD in Physical Chemistry and a decade of experience applying machine learning, big data analysis, and bioinformatics to genomics and public health research. Based in Setúbal, Portugal, he has held research and teaching roles at INSA, BioISI and the University of Lisbon, bridging academic rigor with practical software development experience from earlier industry roles. His background spans postdoctoral work in condensed matter and mathematical physics to hands-on coding as a software developer, giving him a rare combination of deep theoretical training and production-ready technical skills. Colleagues rely on him for translating complex biological problems into scalable Python-driven analyses and reproducible workflows for large genomic datasets.
10 years of coding experience
Stackoverflow
41reputation
4kreached
1answer
0questions
Github Skills (50)
python10
machine-learning10
deep-learning10
tensorflow10
xgboost9
ml9
deep-neural-networks9
neural-network9
predictor8
cuda8
dask8
distributed-systems8
java8
spark8
gbm8
Programming languages (4)
Github contributions (5)
hmartiniano/ngest
Sep 2022 - Mar 2025
Contributions:1 release, 9 pushes, 1 branch in 2 years 6 months
hmartiniano/faz
Oct 2015 - Oct 2024
Contributions:1 PR, 16 pushes, 1 branch in 9 years 1 month
drakesimilardata-workflowworkflow-toolworkflow
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