Available to hire
I am a passionate Data Scientist and AI Engineer, with over three years of experience empowering businesses with AI solutions. My journey has been driven by my enthusiasm for solving complex problems, leveraging machine learning, and deploying scalable models in production. My blend of technical skills and business insights allows me to excel in identifying impactful solutions that translate into tangible results for organizations. I aim to make a difference and contribute to innovative projects that push the boundaries of AI and technology.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Language
French
Fluent
English
Advanced
German
Intermediate
Work Experience
Ingénieur IA et Data Science at Orange Wholesale France - Octo.
September 1, 2025 - October 12, 2025Pilotage de projets Data/IA : analyse, conception, intégration et delivery pour équipes métiers; cadrage et accompagnement : recueil besoins, rédaction user stories/EPICs, priorisation backlog. Développement et déploiement d’un Bot Contrat (Amazon S3, ElasticSearch, LangChain, Python) pour automatiser la gestion contractuelle. Formation IA pour équipes opérationnelles et CODIR. Résultats : réduction litiges de 50%, délais de traitement de 60%, automatisation ≈ 0,5 ETP/an, satisfaction 92%; formation IA : +85% compréhension, 98% satisfaction.
Artificial Intelligence Research Scientist at Nokia
June 1, 2025 - October 12, 2025Conception d’un modèle FAN pour la prédiction CSI dans un contexte 5G (3GPP Release 18); réduction de la surcharge OTA via analyse de Fourier et séquences multi-temporelles; Benchmark avec RNN/LSTM/CNN/Transformer; Intégration dans une pipeline ML embarquée (optimisation RAM/ROM); Résultats : -40% surcharge OTA, -30% latence; prototype validé sur dataset 5G Toolbox.
Ingénieur Machine Learning – Stage at Hotriver
July 1, 2023 - October 12, 2025Développement d’un outil IA de calcul thermique (Python, MLib, LightGBM); intégration données terrain; Résultats : +47% précision modèle, jusqu’à -80% consommation énergétique, 100% automatisation du pipeline.
Développeur Java Full Stack (J2EE) – Stage at Marsa Maroc
July 1, 2021 - October 12, 2025Conception et développement application J2EE pour gestion des primes; collaboration RH/IT, tests et validation; Résultats : amélioration de la satisfaction des équipes et industrialisation du processus.
Ingénieur IA et Data Science – Contrat d’apprentissage at Orange Wholesale France
September 1, 2025 - October 12, 2025Pilotage de projets Data/IA: analyse, conception, intégration et delivery pour les équipes métiers; cadrage et accompagnement: recueil des besoins, rédaction des user stories/EPICs, priorisation backlog. Développement et déploiement d’un Bot Contrat (Amazon S3, ElasticSearch, LangChain, Python) pour automatiser la gestion contractuelle. Conception et animation de formations IA (équipes opérationnelles, CODIR). Résultats: litiges -50%, délais de traitement -60%, automatisation = 0,5 ETP/an, satisfaction 92%; formation IA: +85% compréhension, 98% satisfaction.
Artificial Intelligence Research Scientist at Nokia
June 1, 2025 - October 12, 2025Conception d’un modèle FAN pour la prédiction CSI dans un contexte 5G (3GPP Release 18); réduction de la surcharge OTA via analyse de Fourier et séquences multi-temporelles; benchmark avec RNN, LSTM, CNN, Transformer : gains en latence et efficacité énergétique; intégration dans une pipeline ML embarquée (optimisation RAM/ROM); résultats : -40% surcharge OTA, -30% latence, prototype validé sur dataset 5G Toolbox.
Ingénieur Machine Learning – Stage at Hotriver
July 1, 2023 - October 12, 2025Développement d’un outil IA de calcul thermique (Python, MLib, LightGBM); intégration données terrain; résultats : +47% précision modèle, jusqu’à -80% consommation énergétique, 100% automatisation du pipeline.
Développeur Java Full Stack (J2EE) – Stage at Marsa Maroc
July 1, 2021 - October 12, 2025Conception et développement d’application J2EE pour gestion des primes; collaboration RH/IT, tests et validation; résultats : amélioration de la satisfaction des équipes et industrialisation du processus.
Data Scientist & AI Engineer at Orange Wholesale France
September 30, 2025 - September 30, 2025Designed and deployed an AI document management solution, developing NLP models for information extraction and semantic search while implementing data architecture and MLOps pipelines. Collaborated with business teams for feature scoping.
AI Research Scientist at Nokia
June 30, 2025 - June 30, 2025Researched and optimized FAN models for CSI prediction, validating prototypes on the 5G Toolbox dataset, leading to impressive improvements in overhead and latency.
Machine Learning Engineer at Hotriver
July 31, 2023 - July 31, 2023Developed predictive models for energy optimization, implemented monitoring dashboards, and fully automated data pipelines to achieve significant accuracy and consumption improvements.
Python Software Engineer at Aktia Bank Abp
February 28, 2023 - February 28, 2023Developed an internal customer data management application, designed microservices architecture, and created an admin interface while centralizing multiple data sources.
Education
Master 2 — Ingénierie Intelligence Artificielle at Université Paris 8
January 1, 2023 - January 1, 2025Licence 3 - Systèmes Embarqués at Université Paris 8
January 1, 2022 - January 1, 2023Licence 2 — Mathématique et Informatique at Université de Tours
January 1, 2021 - January 1, 2022DUT — Génie Informatique at École Supérieure de Technologie
January 1, 2018 - January 1, 2021Baccalauréat International Sciences Mathématiques at Baccalauréat International
January 1, 2017 - January 1, 2018Master 2 - Ingénierie Intelligence Artificielle at Université Paris 8
January 1, 2023 - January 1, 2025Licence 3 - Systèmes Embarqués at Université Paris 8
January 1, 2022 - January 1, 2023Licence 2 — Mathématique et Informatique at Université de Tours
January 1, 2021 - January 1, 2022DUT — Génie Informatique at École Supérieure de Technologie
January 1, 2018 - January 1, 2021Master's Degree at University Paris 8
January 1, 2023 - January 1, 2025Bachelor's Degree at University Paris 8
January 1, 2022 - January 1, 2023Computer Engineering at Higher School of Technology, Morocco
January 1, 2018 - January 1, 2021Qualifications
Practical Application of Gen. AI
January 11, 2030 - October 12, 2025Prompt Engineering
January 11, 2030 - October 12, 2025Advanced MLOps
January 11, 2030 - October 12, 2025Databricks Architect (GCP/AWS/Azure)
January 11, 2030 - October 12, 2025SQL Advanced
January 11, 2030 - October 12, 2025Machine Learning
January 11, 2030 - October 12, 2025Baccalauréat International Sciences Mathématiques Fr
January 1, 2017 - January 1, 2018Practical Application of Gen. AI
January 11, 2030 - October 12, 2025Prompt Engineering
January 11, 2030 - October 12, 2025Advanced MLOps
January 11, 2030 - October 12, 2025Databricks Architect (GCP/AWS/Azure)
January 11, 2030 - October 12, 2025SQL Advanced
January 11, 2030 - October 12, 2025Machine Learning — Harvard University (PH125.8x)
January 11, 2030 - October 12, 2025Databricks: Generative AI Fundamentals, Advanced MLOps, Data Engineering
January 1, 2025 - November 23, 2025PMI: Practical Application of Generative AI, Prompt Engineering
January 1, 2025 - November 23, 2025HarvardX: Data Science – Machine Learning (PH125.8x)
January 1, 2025 - November 23, 2025HackerRank: SQL (Advanced)
January 1, 2025 - November 23, 2025Industry Experience
Software & Internet, Telecommunications, Computers & Electronics, Professional Services, Media & Entertainment, Education
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
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