Pierre Faure-giovagnoli

Photographe Et Graphiste at pierre fg

Lyon, Auvergne-Rhône-Alpes, France
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Summary

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Pierre Faure-Giovagnoli is a data scientist and engineer with a PhD in computer science who blends rigorous research on hydraulic time series, domain-knowledge integration and explainable ML with hands-on applied projects in NLP, image analysis and sensor signal processing. Based in Lyon, he brings eight years of experience spanning academia (INSA Lyon, LIRIS), industry R&D (Worldline, INSAVALOR) and a unique creative practice as a professional photographer and graphic designer. His doctoral work—done in partnership with Compagnie Nationale du Rhône—focused on extracting actionable knowledge from multivariate hydraulic data, reflecting a rare combination of environmental domain expertise and advanced data-science methods. He has published practical approaches to reducing annotation needs for microscopy by leveraging synthetic images, and teaches core CS subjects with over 200 hours of instruction experience. Comfortable moving from deep learning for images and diatom detection to production-ready NLP pipelines, he is pragmatic about model explainability and embedding real-world constraints into ML workflows. Outside pure engineering, his musical and visual-arts background informs an aesthetic, human-centered approach to data-driven products.
code8 years of coding experience
job5 years of employment as a software developer
bookScientific Baccalaureate, Science, Honors, Scientific Baccalaureate, Science, Honors at Guez de Balzac High School, Angoulême, France
bookMaster of Science, Computer Science, GPA: 4/4, Master of Science, Computer Science, GPA: 4/4 at Georgia Institute of Technology
bookDNOP Violon, DNOP Electroacoustique, CEM FM, DNOP Violon, DNOP Electroacoustique, CEM FM at Conservatoire Gabriel Fauré, Angoulême
bookEgineering degree in Computer Science (R&D and Art option), Computer Science, Obtenu, Egineering degree in Computer Science (R&D and Art option), Computer Science, Obtenu at INSA Lyon - National Institute of Applied Sciences
languagesEnglish, French, German
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Github Skills (39)

bots10
google-assistant10
bot-framework10
conversations10
conversation9
facebook9
watson9
nlu9
natural-language-processing9
conversational-ai9
rasa9
dialogue-systems9
voice9
chatbot9
botkit9

Programming languages (2)

JavaScriptPython

Github contributions (5)

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pierrefg/pierrefg.github.io

Mar 2018 - Aug 2024

Contributions:117 pushes, 1 branch in 6 years 6 months
cdel2/Agile

Nov 2018 - Dec 2018

Contributions:127 commits, 77 pushes in 22 days
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Pierre Faure-giovagnoli - Photographe Et Graphiste at pierre fg