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AI Engineer | Data Scientist | ML • DL • NLP •
[nom]
LLMs | PyTorch, Transformers | Python
[nom]
PROFILE
Engineer in Artificial Intelligence, specialized in Machine Learning, Deep Learning, Computer Vision, and Large Language
Models (LLMs). Experienced in fine-tuning and deploying Transformer models (PyTorch, Hugging Face, TensorFlow), I design generative and predictive AI solutions deployed via APIs and Cloud infrastructure.
PROFESSIONAL EXPERIENCE
AI/NLP Engineer - AIMPACTIFY Morocco · Final Year Internship / Feb. – Aug. 2025
Project: PostMaker – Integration of RAG and fine-tuning of an LLM (Llama 3) for personalized marketing content generation in English
Design of a generative marketing assistant based on LLMs (Llama 3), with LoRA fine-tuning and RAG integration.
Data collection and preparation (scraping of 5,000 LinkedIn posts) for model training.
Development of the real-time inference API (FastAPI) and project management in Agile (Scrum) using Jira.
AI Engineer - Atlantic Smart Technology · Practical internship / Mar. – Aug. 2024
Project: Demand and airfare price forecasting using the Temporal Fusion Transformer (TFT) model.
Collection and preparation of real-world flight and price history data (open sources).
Enrichment and normalization of variables for training the Temporal Fusion Transformer (TFT) model.
Training, evaluation, and trend visualization for short- and medium-term multi-factor forecasting.
Technical stack: Time serie model ; Pytorch ; Pytorch forecasting
Robotics trainer - LMS Academy · 2023 – 2024
Conducting classes and supervising projects in educational robotics, with introduction to programming and automated systems design.
EDUCATION
Bootcamp Generative AI & Machine Learning | Geeks Institute, LaStartupStation · 10/2025 - aujourd’hui
Specialized Master’s in Artificial Intelligence and Virtual Reality · 2023 – 2025
Ibn Tofail Faculty of Sciences, Kenitra
Bachelor’s Degree in Physical Sciences · 2022 – 2023
Faculté des Sciences Ibn Tofail, Kénitra
University Diploma in General Studies in Physical Sciences · 2020 – 2022
Ibn Tofail Faculty of Sciences, Kenitra
Higher Technician Certificate in Industrial Product Design · 2018 – 2020
Ibn Sina High School, Kenitra
PROJECTS
Tumor Detection using Deep Learning and Flask
Development of a web application for tumor detection using CNN and ViT, with image preprocessing and deployment on Flask.
Tifinagh Character Recognition (OCR) using CNN and Streamlit
Design of a CNN-based OCR system with an interactive interface (Flask, Streamlit).
TECHNICAL SKILLS · LANGUAGES
Programming Languages : Python, C++. · Arabic: Fluent
ML/DL : scikit-learn, TensorFlow, PyTorch, CNN, RNN, Transformers, LLMs (fine- · French : Advanced
tuning, RAG, prompt engineering).
English : Advanced
Data : Pandas, NumPy, SQL, NoSQL, OpenCV, NLP, Time Series.
MLOps & Deployment : FastAPI, Streamlit, Docker, Git/GitHub, CI/CD.
Cloud : AWS.
