Oussama Hammach

Project 1 : Automation of the Collection and Analysis of Cybersecurity Key Performance Indicators (KPIs), for the Implementation of an Integrated System for Continuous Security Monitoring, Risk Assessment, and Vulnerability Evaluation of Information Systems. Project 2 : Cybersecurity solution that combines encryption, blockchain, and hardware wallets to secure sensitive digital assets. The project focused on building a trusted environment for data storage and exchange, where blockchain guaranteed tamper-proof logging, traceability, and integrity, while hardware wallets ensured secure key management and authentication. SecureBox also integrated real-time monitoring and auditing features to prevent replay attacks, unauthorized access, and data leakage, all while maintaining transparency and compliance.

At Bank Al-Maghrib, I led the development of an advanced conversational assistant integrating Retrieval-Augmented Generation (RAG) and multi-agent systems to enhance the exploration and synthesis of PDF documents. This AI-driven solution allows users to query document content, extract relevant information, and receive precise, context-aware responses. Additionally, it generates document summaries, enabling users to quickly grasp complex information. By leveraging RAG, the assistant combines retrieval-based methods with generative AI, ensuring responses are both accurate and contextually relevant by dynamically sourcing information from indexed documents. The multi-agent architecture enhances efficiency by distributing tasks across specialized AI agents, each responsible for distinct functions such as information extraction, summarization, and response generation.

Automated the creation of 3D NFTs in Blender using Python, streamlining the workflow and enhancing efficiency in digital asset production.

During my internship at Bank Al-Maghrib, I had the opportunity to develop an innovative VR/AR application for the Microsoft HoloLens 2. This application is designed to assist and guide personnel in performing maintenance tasks on various machines within the bank. By leveraging advanced AR/VR technology, the app provides step-by-step interactive instructions, enhancing efficiency and reducing the likelihood of errors. This project not only showcases the potential of AR/VR in practical applications but also contributes to modernizing the bank's maintenance procedures.

Cross-Layer Security for Industrial Wireless Networks: Attacks Defenses, and Protocol Hardening