Mathematician, after over ten years of academic research in fundamental and applied data sciences, I have embarked on a path in Data Engineering and AI. Experienced in designing and implementing innovative methods for data exploitation, I design, develop, and deploy AI solutions.Website: sdelahaies.fr
Commanderie De Condat
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Vice Président Association 3ChCommanderie De Condat -
Data Scientist -- Data Engineer4.71 Aug 2023 - Present- développement d'une méthodologie de calcul de l'empreinte carbone des entreprises basée sur l'analyse en temps réel des données de comptabilité- développement d'outils d'IA générative pour l'analyse de documents, l'extraction et la génération d'informations (transformers, huggingface, langchain, llamaindex, ollama, ...)- génération de données synthétiques pour l'entraînement de modèles d'IA générative LLMs, VLMs- développement d'un framework d'orchestration de DAGs pour opérer et chaîner les briques IA et API - pipelines de scraping, ingestion et traitement de données- développement d'UI pour l'exploitation de documents, l'exploration de données comptables, la comptabilité carbone. Front React/Flask/Dash/Streamlit/Gradio back Python/Node - recherche dans les domaines finetuning, pretraining, architecture LLM, VLM, MOE,...- déploiement de modèles - AWS solutions -
Visiting Research FellowUniversity Of Surrey Oct 2020 - Aug 2023Guildford Uk -
Postdoc Research AssistantUniversity Of Surrey Jan 2009 - Oct 2020Guildford UkPostDoc research assistant within the Department of Mathematics:- Data Assimilation and Stochastic Point Processes - Development of Bayesian filters, deployment on HPC. - Application to crime modeling, social and neural networks, Covid19 outbreak. - Machine learning for the assessment of insurance risks associated with land subsidence. - Development of a flask/dash web app to monitor the evolution of the Covid19 outbreak.- Data Assimilation and Terrestrial Ecosystems - Development of variational methods for the analysis of the Carbon cycle for terrestrial ecosystems. - Study of very high resolution satellite imagery together with a terrestrial ecosystem Carbon cycle model to monitor and detect forest degradation. - Development of variational tools to evaluate the information content of different observation fluxes in Carbon cycle models. - Development of a matlab interface to analyse the sensitivity for Carbon cycle models.- Teaching: Numerical soultions for PDEs 2011-2012
Sylvain Delahaies Education Details
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Data -
Geophysical Fluid Dynamics -
Hydroinformatics -
Mathematics
Frequently Asked Questions about Sylvain Delahaies
What company does Sylvain Delahaies work for?
Sylvain Delahaies works for Commanderie De Condat
What is Sylvain Delahaies's role at the current company?
Sylvain Delahaies's current role is Vice président Association 3CH.
What schools did Sylvain Delahaies attend?
Sylvain Delahaies attended Datascientest.com, University Of Surrey, University Of Surrey, University D'angers.
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