About Ounnoughi
French
Native or bilingual
English
Fluent
Experience
- AkkodisData Developer / Fullstack – Knowledge Graph (Akkodis – TotalEnergies)ENERGY AND UTILITIESDecember 2022 - Today (3 years and 6 months)Paris, FranceFront & back-end development of an open-source SaaS knowledge management tool based on the semantic web for visualizing and exploiting ontologies and knowledge graphs -> https://github.com/souslesens/souslesensVocablesCreation of specific knowledge graphs for several use cases (digital twins, planning, document structuring…)Integration of the tool into internal workflows through custom business pluginsGeneration of Python scripts to adapt and integrate dataParticipation in training new talents on the project and technical management of a teamCollaborative work via Git / GitHub, agile methodologyStack / Tools: JavaScript, Node.js, SPARQL, RDF, Python, Git, Semantic Web, Data Engineering, Visualization
- EDFData Engineer / Data Scientist – Visualization & Graph Data (EDF)ENERGY AND UTILITIESSeptember 2021 - September 2022 (1 year)Nanterre, FranceCreation of a Python tool coupled with a graph database (Semantic Web) to link and visualize datasetsDevelopment of an innovative data management and visualization tool to improve internal data qualityDesign of 4 Power BI dashboards used in business use cases (analysis, data quality)Communication & change management: launch of a dedicated data quality teamAgile methodology with JIRA, cross-functional collaboration (data + business)Stack / Tools: Python, R, Power BI, Graph DB, Semantic Web, NLP, Protégé, JIRA, Agile
- KyutechData Scientist – Deep Learning & Explainable AI (Kyutech, Japan)MEDICALApril 2021 - September 2021 (5 months)JapanApplied research mission in explainable artificial intelligence:Development of a hybrid model (D2FLS) to predict the presence time of a drug in a patient's bloodApplication of explainable AI techniques to generate interpretable rules from predictionsUse of SHAP to understand the impact of variables on model resultsCollaboration with researchers and doctors in a scientific and iterative approachStack / Tools: Python, TensorFlow, Scikit-learn, Pandas, SHAP, Deep Learning, Fuzzy Logic, Explainable AI
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Education
- Engineering degree, Mathematics and Computer ScienceEISTI2022Diplôme d'ingénieur, Mathématiques et informatique
- Preparatory classes for higher education schools (CPGE), Mathematics, Physics, Chemistry, and Computer ScienceLycée Jacques Decour2019Classes préparatoires aux grandes écoles (CPGE), Mathématiques,Physique,Chimie et Informatique