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Data Scientist & Machine Learning Engineer
[téléphone] # [e-mail]
[lien] [lien]
[lien] · * Tanger, Maroc
Profile
] · Data Scientist and Machine Learning Engineer specialized in NLP, Large Language Models, RAG, and autonomous AI
agents. Experienced in designing ML pipelines, fine-tuning models, and automating business processes. Strong founda-tion in applied mathematics and software development.
Professional Experience
2026 – Present · ] · Freelance AI Agent Developer | Mendo
- Designed automated multi-agent workflows in n8n, fine-tuned ML models and embeddings using Py- Torch and Hugging Face.
- Integrated LLMs via LangChain and LlamaIndex ; built RAG pipelines with vector databases (Pinecone, ChromaDB).
- Connected AI agents to external APIs (REST, Webhooks) for end-to-end business process automation.
2025 · ] Intern — Business Intelligence & Product Analytics | AGH Data Agency Holding, Meknès
- Conducted market analysis and competitive benchmarking across 15+ mobile apps, marketing seg- mentation, and target persona definition.
- Built predictive performance models and delivered a BI report in Power BI to support strategic decision- making.
] Final-Year Intern — Cybersecurity & AI | DataProtect, Casablanca
- Developed a User Behavior Analytics (UBA) model and log analysis pipeline using the ELK Stack (Elasticsearch, Logstash, Kibana).
- Integrated an LLM for behavioral anomaly detection, improving coverage and reducing false positives.
Education
2023 – 2025 · ] · Master in Information Systems Management (M2SI) | INSEA, Rabat
Specialization : Intelligent Systems, Data Science & AI. Courses : Machine Learning, Deep Learning, NLP, Big
Data, Advanced Statistics.
2020 – 2023 · ] Bachelor in Mathematical and Computer Sciences (SMI) | Faculty of Sciences Dhar El Mahraz, Fès
Algorithmic, Probability, Linear Algebra, Databases, Object-Oriented Programming.
Technical Skills
Languages · ] · Python (Advanced), R, Java, C, SQL, VBA, Bash.
ML & Deep Learning · ] · Scikit-learn, TensorFlow, PyTorch, Keras, XGBoost, Pandas, NumPy, Hugging Face Transformers,
CNN, RNN, ViT, OCR.
LLM & Generative AI · ] · LangChain, LlamaIndex, RAG, Prompt Engineering, Fine-tuning, Embeddings, Autonomous AI
Agents, n8n.
Databases · ] · SQL, MySQL, Oracle, PL/SQL, PostgreSQL, MongoDB, Vector Databases (ChromaDB, Pinecone,
FAISS).
Data Eng. & BI · ] · Apache Airflow, Talend, ETL/ELT, Power BI, Excel/VBA, REST APIs, Web Scraping, ELK Stack
(Elasticsearch, Logstash, Kibana), SIEM.
Web & Tools · ] · PHP, Laravel, HTML, CSS, JavaScript, Git/GitHub, Docker, Linux, Jupyter, Agile/Scrum.
Languages · ] · Arabic (Native), French (Fluent), English (Professional).
Personal Projects
2024 – Present · ] · SafeKids — AI-Powered Child Safety Chrome Extension
- Built a real-time content moderation system using a local LLM (Llama 3.2 via Ollama) to classify chil- dren’s messages into 10 risk categories with confidence scoring.
- Implemented alerting logic, secure activation tokens, and a monitoring dashboard with session summa- ries generated by LLM.
- Full stack : FastAPI backend, SQLite + Alembic, Chrome Extension MV3, SMTP alerts, Pytest. All infe- rence runs locally to preserve privacy.
Certifications
2024 · ] · Google Data Analytics Professional Certificate — Google (Coursera).
