José R
External Consultant at Balidea
Pontevedra, Galicia, Spain
Summary
👤
Senior🎓
Top SchoolJosé R is an external consultant and data scientist with over eight years of experience applying acoustic signal processing and machine learning to healthcare and media problems. He has led research and production work on speech-based biomarkers, including an awardable project that used patient audio to predict long COVID and a secure FHIR-enabled Flask service for data curation. At atlanTTic and Balidea he builds end-to-end solutions—prototyping with PyTorch, scikit-learn, openSMILE and Librosa and deploying conversational AI interfaces with LangChain and vLLM for clinical users. Based in Pontevedra, he combines a telecoms engineering background with ongoing PhD research in signal processing, giving him both theoretical depth and practical deployment experience. Notably, his work on Galician automatic subtitling created a bespoke corpus and evaluation setup that revealed language-specific gaps between local academic systems and global commercial providers.
8 years of coding experience
4 years of employment as a software developer
Universidad Tecnológica de La Habana "José Antonio Echeverría", CUJAESummer School, Inteligencia artificial, Summer School, Inteligencia artificial at Instituto Superior Técnico
Stackoverflow
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0reached
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Github Skills (17)
data-repository7
machine-learning6
cookiecutter6
sony6
ai5
data-science4
data-structures4
data-structure4
python3
camera3
bert2
dslr2
audio2
data-pipelines1
html1
Programming languages (5)
Github contributions (5)
ecampbelldsp/OpenCheck_restapi
Aug 2022 - Feb 2023
Contributions:41 commits, 29 pushes, 2 branches in 5 months
JMasr/caliope_bert
Oct 2021 - Jun 2024
A implemetation of Caliope Toolkit with a BERT model.
Contributions:4 PRs, 58 pushes, 6 branches in 2 years 8 months
bert
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