Gérard Dupont
Head Of Machine Learning at Mavenoid
Toulouse, Occitania, France
Summary
👤
SeniorGérard Dupont is Head of Machine Learning at Mavenoid with 11 years of experience building NLP-driven conversational and search systems to help humans troubleshoot complex technical problems. His background blends research and engineering across reinforcement learning, planning for aerospace path optimization, large-scale information processing, and OSINT platforms—work that includes multi-million-euro EU projects and R&T for ESA. He excels at turning state-of-the-art prototypes into production-ready solutions, leading consortium bids, writing technical specifications, and coordinating cross-partner engineering efforts. Based in Toulouse, he brings a practical researcher's mindset to product challenges, pairing deep text-mining and RL expertise with a history of deploying cloud-scale data processing and video/image retrieval systems.
11 years of coding experience
English, German, French, Chinese
Github Skills (161)
notebook10
parallel10
python10
rasa-core10
bots10
datasets10
generative10
hyperparameter-optimization10
deep-learning10
dialogue-systems10
speech10
automl10
lxml10
tabular10
ray10
Programming languages (11)
Github contributions (5)
ggdupont/datasets
Dec 2020 - Oct 2021
🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas
Contributions:4 PRs, 54 pushes, 3 branches in 10 months
pytorchevaluation-metricspythonopen-accessdata-science
ggdupont/ray
Jan 2019 - Dec 2021
A system for parallel and distributed Python that unifies the ML ecosystem.
Contributions:5 pushes, 3 branches in 2 years 11 months
unifiesraypythondata-scienceparallel
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