Abdeljalil Ounaceur

Remote / Agadir, Morocco

• Accomplished deployment of scalable AI platform supporting 6 core image generation features as measured by 100+ concurrent user capacity, by implementing efficient GPU resource management with ModelManager singleton architecture.
• Reduced system response time by 40% as measured by monitoring metrics, by building a FastAPI backend with Celery task queues, Redis message broker, and Docker containerization.
• Achieved 99.9% system uptime as measured by Prometheus monitoring, by implementing a comprehensive observability stack with Grafana, Loki, and Zipkin.
• Improved content quality by 35% as measured by user feedback scores, by developing intelligent preprocessing pipelines with neural translation and LLM prompt enhancement.

Developed a facial recognition system for real-time surveillance using VGG-Face and deep learning. Designed a scalable data pipeline with Apache Spark for high-throughput data processing and Kafka for real-time data streaming. Leveraged Power BI to create interactive dashboards for visualizing insights and tracking identified individuals. The system includes continuous monitoring and automated alert mechanisms, enhancing security measures.

Built a predictive model to forecast solar energy production using LSTM and Transformer models, solving complex time-series prediction challenges. Conducted data preprocessing, feature engineering, and performance evaluation using metrics like RMSE. Utilized TensorFlow and Scikit-Learn for model training, optimization, and fine-tuning, achieving high predictive accuracy for renewable energy production.

Designed and implemented a management system for vacation club operations using C++ and MFC. The system integrates database capabilities to handle large volumes of structured data related to members, activities, and locations. Implemented robust error handling and data validation techniques to ensure reliability and scalability.

Created a travel booking platform using Django, incorporating user roles and permissions for secure and efficient access. Integrated SQL databases to manage customer reservations and inventory tracking. Developed analytics dashboards to provide insights into customer preferences and streamline operational processes.

Built an online testing platform with Laravel and MySQL, including automated grading and result tracking features. Ensured reliability through comprehensive error handling and implemented secure data storage mechanisms. The platform delivers a seamless experience for both students and administrators, with insightful performance analytics.

Link: GitHub

Comparison of LSTM and Transformer models for English-French machine translation. Implemented and evaluated both architectures to analyze their performance on sequence-to-sequence tasks, providing insights into model efficiency and translation quality.

Technologies: Python, LSTM, Transformer

Link: GitHub

Cleaned and extracted Tamazight-English dictionary data for NLP research use. This open data project contributes to the preservation and computational study of the Tamazight language, enabling future NLP applications and research.

Technologies: Python, Data Cleaning, NLP

Link: GitHub

Agadir, Morocco | September 2023 – July 2025

Grade: 15.38/20

Key Skills: Research Skills, Data Analysis

Agadir, Morocco | September 2020 – June 2023

Grade: 15.34/20

Key Skills: Algorithms, Python, Java, Data Structures, OOP

Issuer: Oracle

Issued: October 2025 | Expires: October 2027

Fundamental concepts of artificial intelligence (AI) and machine learning (ML) with practical application within Oracle Cloud Infrastructure

Verification: View Certificate

Score: 92% in theory, 89% in workflow

Completed: September 2025

Verification: Verify

Score: 13/15

Completed: September 2025

Verification: Verify

Translation model for Tamazight Souss language. Contributing to language preservation and accessibility through machine learning.

Platform: HuggingFace | Updated: August 2025

Link: View Model

English-Tamazight dictionary dataset hosted on Hugging Face. Open data resource for NLP research and language learning.

Platform: HuggingFace | Updated: August 2025

Link: View Dataset

As the Internal Communications Coordinator and Training Support for the IT Club, I play a vital role in managing member communications, drafting emails, and creating detailed reports on club activities. I organize and deliver workshops on foundational and advanced IT topics such as Git, GitHub, and Python. My contributions focus on fostering a collaborative learning environment, empowering first-year university students to develop IT skills, and promoting creative problem-solving through technology.