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AI Engineer with less than a year in Agentic AI & MLOps
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AI and Data Engineer specialized in Agentic AI, LLMs, RAG, Machine Learning, MLOps, and the industrialization of AI solutions. Experienced in end-to-end design, evaluation, deployment, and monitoring of AI/Data solutions. Available from September for a permanent position in AI/Data.
ENSAM Casablanca
Master · Big Data et Internet des Objets
September 1, 2024 – June 1, 2026
FST Mohammedia
Licence · Informatique, Réseaux et Multimédia
September 1, 2023 – July 1, 2024
SEGULA Technologies
Stagiaire Ingénieure IA
February 1, 2026 – Present
India
FST Mohammedia
Stagiaire Data Engineering
March 1, 2024 – June 1, 2024
India
MLOps - Prédiction des Retards de Vols
June 29, 2026 – Present
• Analyse et préparation d'un dataset de vols sur 10 ans : nettoyage, échantillonnage stratifié et feature engineering temporel. • Entraînement et comparaison de modèles ML (XGBoost, LightGBM, Random Forest) pour la prédiction des retards. • Évaluation via cross-validation et métriques MAE, RMSE et R2, avec un meilleur modèle XGBoost atteignant un R2 de 0.89. • Industrialisation MLOps avec DVC, MLflow, FastAPI/Docker, Airflow, Evidently et CI/CD.
View ProjectChatbot Académique basé sur RAG - ENSAM Casablanca
June 29, 2026 – Present
• Conception d'un chatbot RAG académique basé sur LangChain, FAISS, HuggingFace embeddings et Gemini 2.5. • Implémentation d'un pipeline de recherche sémantique avec chunking, indexation vectorielle et mémoire conversationnelle. • Développement d'un crawler automatique pour la mise à jour du corpus, avec interface Streamlit et API FastAPI.
View ProjectSystème d'Alerte Précoce aux Catastrophes Naturelles
June 29, 2026 – Present
• Prédiction des inondations et incendies avec Random Forest et Apache Spark, avec monitoring en temps réel. • Mise en place de pipelines batch et streaming avec Spark et Kafka, architecture ETL Bronze/Silver/Gold.
View ProjectOracle Cloud Infrastructure 2025 Certified Data Science Professional
Oracle
January 1, 2025 – Present
Oracle Cloud Infrastructure 2025 AI Foundations Associate
Oracle
January 1, 2025 – Present
AWS Academy Machine Learning Foundations
AWS Academy
January 1, 2025 – Present
Cultural Fit Analysis
The candidate's profile shows a strong alignment with an AI Engineer role, focusing on cutting-edge AI/ML technologies and end-to-end solution industrialization. The mix of personal, academic, and internship projects, along with multiple cloud certifications, reflects a self-driven and continuous learning mindset. This breadth of engagement and proactive skill development suggests a good cultural fit for innovative and technically demanding environments.
Soft Skills & Operational Fit
The candidate demonstrates strong problem-solving skills through complex project implementations (e.g., Agentic AI solution, MLOps for flight delays). The detailed project descriptions suggest good communication of technical concepts. The diverse range of projects and technologies indicates adaptability and a proactive learning attitude, which are beneficial for operational fit in dynamic AI engineering roles.