[nom]

Casablanca, Morocco

[téléphone]

[e-mail]

[lien]

PROFESSIONAL EXPERIENCE

[nom] · Dec 2025 – Jun 2026

AI Engineer / AI Researcher (Freelance) · Remote

• Developed AI solutions across NLP, computer vision, and cybersecurity domains, including RAG systems, federated learning, and causal machine learning.
• Built a Retrieval-Augmented Generation (RAG) pipeline for question answering using LLMs (Gemini, Mistral-7B), FAISS, and semantic search, reducing hallucinations.
• Designed and evaluated federated learning frameworks (FedAvg, Ring, Gossip) with robustness analysis against adversarial attacks.
• Developed multimodal and explainable ML models for healthcare (radiomics, survival prediction, cancer staging) using deep learning and causal inference.
• Implemented end-to-end pipelines: data preprocessing, feature engineering, model training, evaluation (F1-score, BLEU, cosine similarity), and deployment (Streamlit).

Confidential Client · Jul 2025 – Nov 2025

Data Engineer (Freelance) · Remote

• Designed and implemented a real-time data ingestion pipeline using Apache Kafka to collect and stream data from multiple sources.
• Built scalable ETL workflows to transform and load streaming and batch data into a PostgreSQL data warehouse for analytics and reporting.
• Automated data cleaning, transformation, and aggregation processes using Python (Pandas), ensuring data quality and consistency.
• Containerized data pipelines and services using Docker to enable reproducible deployments and simplified environment management.
• Developed and deployed interactive Power BI dashboards to monitor KPIs, trends, and operational performance for business stakeholders.

Harington Technologies · Feb 2025 – Aug 2025

Data Engineer Intern · Casablanca, Morocco

• Built an end-to-end ETL pipeline using Talend Open Studio and Snowflake (star schema).
• Developed Power BI dashboards for analyzing market trends and internal skill gaps.
• Designed a RAG-based semantic matching engine using FAISS, DistilUSE, and LLMs (Gemini 2.0).
• Built a Streamlit interface for running the engine and visualizing candidate matches.
• Contributed to system industrialization with Docker.

Eurafric Information (BMCE Group) · Aug 2024 – Sep 2024

Data Engineer Intern · Casablanca, Morocco

• Designed and implemented end-to-end ETL pipelines using Apache NiFi for ingesting, transforming, and loading structured and semi-structured data.
• Optimized data processing workflows with Apache Hive, improving query performance and data acces- sibility for analytics teams.
• Automated data transformation and validation processes to ensure data quality and consistency across sources.
• Built interactive dashboards and reports using Tableau to support business monitoring and decision- making.

Wana Corporate (Inwi) · Apr 2023 – May 2023

Data Scientist Intern · Casablanca, Morocco

• Developed a fraud detection system using ensemble learning (Voting Classifier combining Random Forest, Decision Tree, and K-NN).
• Processed and analyzed large-scale Call Detail Records (CDR) using Python, Kafka for data ingestion, and MySQL for storage and querying.
• Performed data cleaning, feature engineering, and handling of class imbalance to improve model robust- ness.
• Evaluated models using appropriate metrics (precision, recall, F1-score) to ensure reliable fraud detection.

EDUCATION

Faculty of Sciences of Rabat · 2023 - 2025

Master’s in Intelligent Systems Processing

Higher School of Technology Essaouira · 2022 - 2023

Bachelor’s in Computer Systems and Software Engineering

Higher School of Technology Essaouira · 2020 - 2022

DUT in Business Intelligence and Data Science

Abdelkhalek Torres High School · 2017 - 2020

Baccalaureate in Mathematical Sciences

SKILLS

Languages · Arabic (Native), French (Fluent), English (Proficient)

Programming · Python (Flask, TensorFlow, Pandas), JavaScript, HTML5, CSS, SQL

Artificial Intelligence · Machine Learning, Deep Learning, CNN, LSTM, Time Series Forecast-

ing (ARIMA, Prophet), Classification Models (Random Forest, Decision Tree, K-NN)

Natural Language Processing · Retrieval-Augmented Generation (RAG), Semantic Search, FAISS,

LLMs (Gemini, Mistral-7B), Sentence-Transformers, Streamlit

Databases · MySQL, PostgreSQL, Snowflake

Big Data & ETL · Apache NiFi, Apache Hive, Kafka, HDFS, Talend Open Studio

Tools · Git, Docker, Power BI, Tableau, VSCode, CI/CD

CERTIFICATIONS

• Hands-On Essentials: Data Warehousing Workshop — Snowflake (Feb 2026)
• MicroStrategy for Business Intelligence – The Complete Course — MicroStrategy (Feb 2026)
• Data Analysis and Visualization with Microsoft Power BI (Great Learning, Nov 2023)
• Python for Data Science (IBM, May 2023)
• Big Data ([lien] - IBM, Nov 2024)
• Hadoop ([lien] - IBM, Dec 2024)
• MapReduce and YARN ([lien] - IBM, BD0l15EN)
• Apache Pig ([lien] - IBM, BDO12IEN, Dec 8, 2024)