Didier Dumet
Data Scientist
Valbonne, Provence-Alpes-Côte d'Azur, France
Summary
👤
Senior🎓
Top SchoolDidier Dumet is a Data Scientist with a decade of experience and an original background as a telecommunications architect, now focused on applying AI to agriculture and food safety. He has led data collection in the field and built deployed web-service models that predict plant health from NIR spectrometry, soil composition and weather, helping farmers make data-driven decisions. His career bridges large telecom programs and hands-on machine learning, giving him strong skills in system architecture, data pipeline design (including FIWARE), and production-grade deployment. Rigorous about data structuring, versioning and reproducibility, he combines proactivity in researching novel ML algorithms with practical engineering to operationalize them. Comfortable leading small teams and coordinating multi-partner projects, he pairs technical depth with clear project communication. Based in Valbonne, he brings a rare mix of telecom-grade engineering discipline and applied AI impact in agri-tech and sensor-driven food-safety projects.
9 years of coding experience
24 years of employment as a software developer
Master's degree in engineering, Physics, Telecommunications, Master's degree in engineering, Physics, Telecommunications at ESSTIN (Ecole Supérieure des Sciences et Technologies de l'Ingénieur de Nancy)
English, French
Github Skills (18)
multimodal9
python8
bentoml8
machine-learning8
aws-lambda8
llm7
generative-ai7
deep-learning7
llmops6
mlops6
tensorflow6
llm-inference6
pytorch6
model-management5
data-science5
Programming languages (2)
Github contributions (5)
ddumet/pytorch
Jun 2020 - Jul 2024
Tutorials projects for learning pytorch
Contributions:43 PRs, 45 pushes, 16 branches in 4 years 2 months
pytorch
ddumet/gcp-pubsub-publish
May 2019 - Feb 2022
A simple project to play with GCP pubsub publish
Contributions:1 PR, 2 pushes, 3 branches in 2 years 9 months
publishgcpgoogle-cloud-platformgcp-pubsubpubsub
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