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AI Engineer with less than a year in Generative AI & Data Science
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Assessing your cultural and operational fit
Jeune diplômé en IA & Data Science, passionné par les LLMs et l'IA Générative, expérimenté en RAG, Prompt Engineering, Fine-tuning et développement d'applications IA sur Azure/AWS. Expériences en NLP, OCR, LangChain, FastAPI et solutions IA industrialisées. Disponible à partir de juillet 2026.
École Nationale Supérieure d'Arts et Métiers (ENSAM)
Cycle Ingénieur · Génie Industriel Intelligence Artificielle et Data Science
August 1, 2023 – June 30, 2026
École Nationale Supérieure d'Arts et Métiers (ENSAM)
Année Préparatoire Intégrée
August 1, 2021 – June 30, 2023
VINCI Energies Maroc
PFE - Ingénieur IA & Développement
February 1, 2026 – Present
Casablanca, Casablanca-Settat, Morocco
Declic (500 Global) Science des Données
Stagiaire Data Scientist
June 1, 2025 – September 1, 2025
Paris, Île-de-France, France
RADEM Meknès Développement Web
Stage
August 1, 2024 – September 1, 2024
Meknès, Fès-Meknès, Morocco
Plateforme IA pour Génération de Plans de Test
October 1, 2025 – January 1, 2026
Extraction d'exigences (ID, type, priorité) depuis PDF/DOCX via pipeline RAG (FAISS, Embeddings). Déployé en SaaS avec FastAPI, Makerkit et Docker Compose, avec traçabilité Req↔Test et export Excel/JSON.
View ProjectNetPlag-Stream: Système de Détection de Plagiat Distribué
October 1, 2025 – December 1, 2025
Développé pipeline distribué avec Spark Streaming, Delta Lake et ElasticSearch pour indexation et détection temps réel. Implémenté similarité via HDFS et conteneurisé Spark, Elasticsearch et Flask avec Docker Compose et volumes persistés.
View ProjectSystème de Contrôle d'Accès Automatisé via ESP32 et RFID
April 1, 2025 – June 1, 2025
Développé contrôle d'accès IoT sécurisé avec ESP32, RC522 RFID, serrure électrique et programmation Arduino. Créé interface web PHP/MySQL pour gestion de badges, journalisation d'accès et monitoring temps réel.
View ProjectMicrosoft Azure Fundamentals (AZ-900)
DataCamp
January 1, 2026 – Present
AWS Cloud Practitioner (CLF-C02)
DataCamp
January 1, 2026 – Present
Certified Associate Data Scientist | Career Certification
DataCamp
January 1, 2025 – Present
DELF B2 (Diplôme d'Études en Langue Française)
Institut Français
January 1, 2025 – Present
Lean Six Sigma Yellow Belt
ECLEE
January 1, 2025 – Present
Agile Fundamentals Certification
Agile Enterprise Coach
January 1, 2025 – Present
Power BI Fundamentals A to Z
ExpertEase Education
January 1, 2025 – Present
Data Engineer in Python, Deep Learning with PyTorch | Career Tracks
DataCamp
January 1, 2025 – Present
Cultural Fit Analysis
The candidate's academic projects and internships show a diverse range of interests from AI/ML to IoT and full-stack development. Their involvement in both academic and industry-focused projects, along with certifications in Agile and Lean Six Sigma, suggests a proactive and adaptable mindset. The target role of 'AI Engineer' aligns well with their current educational path and project experiences, particularly those involving RAG pipelines, LLM chatbots, and model deployment. The submission of a conference article also indicates a drive for continuous learning and contribution.
Soft Skills & Operational Fit
The candidate demonstrates good soft skills such as time management, problem-solving, teamwork, and communication through project descriptions. Their experience with Agile and Scrum methodologies indicates an operational fit for modern development environments. The Lean Six Sigma and Agile Fundamentals certifications further support their understanding of process optimization and project management.