[nom] · [téléphone]
AI & Data Engineer · # [e-mail]
Master in Artificial Intelligence and Data Science · [lien]
Faculty of Science and Technology, Tangier
Education
- Master in Artificial Intelligence and Data Science · 2024 – 2026 Faculty of Science and Technology, Tangier
- Bachelor in Computer Engineering, Data Analytics specialization · 2021 – 2024 Faculty of Science and Technology, Tangier
Experience
- AI and Data Engineering Intern - Sofrecom Morocco · 6 months (Feb 2026 – Aug 2026) Built a conversational agent integrated into an internal PM app to assist users in project creation.
Built a scheduled query monitoring solution to supervise execution, detect anomalies, and centralize results in dashboards.
Tech Stack: BigQuery, GCS, Cloud Run, Pub/Sub, Cloud Scheduler, Looker Studio
- AI Engineer Intern - Yazaki Morocco · 2 months (Jul 2025 – Sep 2025) Built a multi-agent system to detect and fix 50+ SAP IDoc error types, with a main agent coordinating specialized agents per error category.
Reduced IDoc error detection and correction time by 30% vs. manual process.
Tech Stack: Python, CrewAI, Ollama, Transformers, RAG
- Data Analyst Intern - TE Connectivity · 3 months (Apr 2024 – Jun 2024) Analyzed machine downtime causes using a sweep line algorithm.
Built an interactive dashboard to visualize findings and support decision-making, leading to 2 dedicated projects addressing the identified issues.
Tech Stack: Python, Flask, Dash, SQL Server
Projects
- Real-Time Customer Review Analysis
Built a real-time pipeline to collect Amazon reviews with Kafka and preprocess text using NLP (lemmatization, TF-IDF).
Classified reviews using MLlib Logistic Regression.
Stored results in MongoDB and streamed them to a FastAPI application via Kafka.
Tech Stack: Spark, MLlib, Kafka, NLP, Docker, MongoDB, FastAPI
- Content-Based Image Retrieval Web Application Built a web app for image retrieval via visual content and object detection using YOLOv8n, retrained on 15 custom categories.
Extracted visual features (color histograms, Tamura & Gabor descriptors, Hu moments) for robust indexing.
Tech Stack: FastAPI, React, YOLOv8n, Python, OpenCV, Flask-RESTful
Skills
- Languages: Python, SQL, C
- Machine Learning & Deep Learning: TensorFlow, PyTorch, Scikit-learn, Transformers, HuggingFace
- Generative AI & Agentic AI: LangChain, LangGraph, CrewAI, Google ADK, RAG, Prompt Engineering
- Data Processing: Pandas, NumPy, NLTK, SpaCy, OpenCV
- Big Data & Data Engineering: Apache Spark, Hadoop, Kafka, Talend
- Cloud (GCP): Cloud Run, BigQuery, GCS, Pub/Sub, Cloud Scheduler, Looker Studio, IAM
- Containerization: Docker, Kubernetes
- Business Intelligence: Power BI, Tableau, Dash
Certifications
- OCI Data Science Professional · Oracle University – Oct 2025
- OCI AI Vector Search Professional · Oracle University – Oct 2025
- Deep Learning Fundamentals · Nvidia – Nov 2025
- K-Means Clustering Fundamentals · University of London – Jan 2024
