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DATA SCIENTIST & AI/ML Engineer · Github
PROFILE
Enthusiastic and detail-oriented AI, Data Science, and Software Engineering junior with a strong passion for problem-solving and continuous learning. I enjoy designing intelligent systems that integrate smart automation, predictive models, and realistic simulations to solve complex problems. My work spans from building end-to-end AI workflows to developing interactive environments and software tools that support decision-making. Seeking an entry-level role where I can contribute to impactful technical projects, apply this multidisciplinary expertise in a professional setting, and grow within a collaborative, innovation-driven team.
WORK EXPERIENCE
AI Project Engineer Intern – End Of Study Internship – Marsa Maroc · February 2026 – May 2026
Casablanca
Built an end-to-end AI-powered inspection platform that automates seal detection and BIC code reading on shipping containers in real time, replacing manual inspection and reducing processing time from 5–10 minutes to under 3 seconds per container
Designed a hybrid architecture combining a YOLOv8 detection pipeline running locally on each gate PC (Electron desktop app), an OCR server with ISO 6346 validation, offline SQLite mode with auto-sync, and a real-time supervisor dashboard with role-based access control
Technologies: Python, FastAPI, YOLOv8, OCR, OpenCV, SQL Server 2025, React, Electron, Flask, SQLite
Data & AI Project Engineer Intern – PORTNET · November 2025 – January 2026
Casablanca
Built an AI-powered customs intelligence assistant for PortNet, for Morocco’s national Tijaria chatbot, architecting a full RAG pipeline from data ingestion to conversational interface — spanning automated web scraping, a versioned
PostgreSQL knowledge base, hybrid retrieval (vector + lexical + RRF), and a hallucination-mitigated LLM chatbot to deliver precise and fact-based guidance on complex import/export procedures and trade regulations
Unified Knowledge Base Architecture: Designed and built a "Data Lakehouse" architecture to unify heterogeneous sources (PDFs, APIs, web scrapes, csv) into a structured PostgreSQL database, implementing an incremental scraping system with change detection to reduce redundancy.
Technologies: Python, Ollama, LLMs, RAG, Selenium, BeautifulSoup, PostgreSQL, Vector Database, SQL, LangChain
AI Project Engineer Intern – Alten (STALGEN Platform) · July 2025 – August 2025
Technopolis - Rabat
Developed a production-ready AI platform with local LLM integration for automated test scenario generation, achieving 99.8% time reduction (1 month to 3-5 minutes) and 95% automation accuracy through advanced document parsing and intelligent prompt engineering.
Collaborated with test engineers and consultants across 3+ teams to validate domain-specific accuracy and ensure production-ready usability
Technologies: Python, AI/ML, Document Processing, NLP, Ollama, LLMs, Streamlit
App Developer Intern – YAZAKI · July 2024 – August 2024
Agropolis - Meknes
Built a Python-based inventory management system that automated product tracking and cut data-entry time by 99.7%, adding real-time stock views, forecasting, and alerting to improve supply-chain traceability.
Technologies: Python, Backend Development, PyQT5, Database Design, PostgreSQL
AI Project and Data Analyst Intern – ONEE - Water Branch · July 2023
Agadir
Studied end-to-end water treatment operations (including pumping-station performance) and built an ANN-based model to predict drinking-water quality from operational data.
EDUCATION
National School of Arts and Crafts (ENSAM), Meknès, Morocc · 2021 – 2026
Diploma in Engineering – Final year student in Industrial Engineering cycle with AI & Data Science specialization
EMPEE High School, Meknès, Morocco · 2020 – 2021
International Baccalaureate – Science & Mathematics Track, High Honors
ACADEMIC & TECHNICAL PROJECTS
AI & Deep Learning Projects
Industrial Maintenance Prediction Platform – MLOps Project : Built an end-to-end machine learning platform for equipment failure prediction with data ingestion, feature engineering, model versioning, REST API for predictions, drift monitoring, and decision dashboard with explainability (SHAP) and temporal backtesting.
Brain Tumor Segmentation Model – BraTS 2020 : Built a U-Net deep learning model for automatic brain tumor segmentation from multi-modal MRI scans on the BraTS 2020 dataset, with advanced preprocessing and voxel-wise classification.
Github Repository : [lien]
Project Documentation : [lien]
TheraBot – Mental Health AI Chatbot : Developed an intelligent mental health chatbot powered by a local large language model (LLaMA 3.1) using the Ollama framework, with NLP features, knowledge base integration, speech-to-text for voice input, and multi-modal interface.
Github Repository : [lien]
Project Documentation : [lien]
AI-Powered CV Enhancer – Moroccan AI Hackathon Project : Created an intelligent CV analysis tool that analyzes and improves resumes using Google’s Gemini LLM, extracts structured data from PDF CVs, matches content to job descriptions, and rewrites CVs to highlight relevant experience and skills without fabricating the information.
Github Repository : [lien]
Software Engineering Projects
Remote PC Shutdown System : Developed a web-based monitoring system for managing and monitoring 40+
Windows computers in student IT labs and triggering shutdown from a central web-based dashboard, significantly reducing energy waste by automatically shutting down unattended machines left running overnight.
Spring Boot Inventory Management Application : Built a backend service using Spring Boot with RESTful APIs for automated inventory tracking and management.
Engineering and Mechanical Design Projects
Mechanical design and industrial drafting of a guidance system for a machining unit.
Mechanical design and industrial drafting of a winding machine.
TECHNICAL SKILLS
Languages : Python, JavaScript, SQL, Bash
Machine Learning & AI : TensorFlow | PyTorch | Scikit-learn | Pandas | NumPy | Model Training | Hyperparameter
Tuning | Anomaly Detection | Neural Networks | NLP | Computer Vision | LLMs | Ollama
Backend & APIs :REST APIs | Database Design | SQL | Python Backend Development
Frontend Development : React | HTML5 | CSS3 | JavaScript
Data Engineering : ETL Pipelines | Data Preprocessing | Feature Engineering | Data Modeling | SQL | JSON/XML
Processing
Design & CAD : Catia | PLC Programming (PL7 Pro) | OpenCAD | Lifecycle Assessment | Industrial Design
Productivity & Documentation : LaTeX | Microsoft Office | Excel | Technical Documentation
Development Tools : Git | Docker | API Integration
Additional Skills : Software Testing Automation | Cross-functional Collaboration | Agile Methodology | Security &
Data Privacy
CERTIFICATIONS
Six Sigma Yellow Belt - ECLEE (2025)
EXTRACURRICULAR EXPERIENCE
Moroccan AI Hackathon - Participant · 2024 – 2025 · LANGUAGES
Gadz'IT ENSAM MEKNES Club — Active Member · 2022 – 2025 · Arabic – Native
Training Cell Leader · 2023 – 2024 · French – Bilingual
C++ and JavaScript Trainer · 2023 – 2024 · English – Bilingual
Event Organizer – AMPC 3rd Edition Competition · 2023 – 2024
Algorithmic Trainer · 2022 – 2023
Member of AL HAYAT Caravan Club · 2022 – 2023
