Expériences professionnelles
Ai engineer
FOO , Sin el fil - Stage
De Juin 2025 à Septembre 2025
Built a multi-agent finance assistant for personalized financial support.
Developed OCR solutions for document data extraction.
Worked with the team to integrate AI components and improve performance.
Ai agent engineer apprenticeship
Siren Analytics , Beirut - Autres
De Janvier 2025 à Mai 2025
Developed an agentic LLM collaboration system for military planning as part of my final year project at USJ.
The Agentic LLM Collaboration System for Military Planning (ALCS-MP) is an advanced AI-driven platform designed to enhance strategic decision-making in military operations. The system leverages multiple specialized Large Language Model (LLM) agents to assist in critical domains such as logistics, intelligence, cyber operations, and geopolitics.
Key Features
Multi-Agent Collaboration: Uses specialized LLM agents to analyze, assess, and optimize military planning scenarios.
Customizable Agent Interactions: Enables users to dynamically configure agent workflows, allowing interactions such as loops, branching, and feedback-driven decision-making.
Secure & Ethical AI Architecture: Ensures data privacy, ethical considerations, and compliance with security protocols.
Scenario Analysis & Resource Optimization: Provides detailed insights into troop deployment, supply chain logistics, intelligence gathering, and cybersecurity strategies.
Adaptive Strategies: Facilitates real-time adjustments based on evolving battlefield conditions and geopolitical shifts.
PDF Processing & Data Integration: Allows users to input documents for analysis, extracting key insights to support planning decisions.
The ALCS-MP system is built using CrewAI, LangChain, OpenAI models, and Streamlit, enabling a flexible and interactive agent-based decision-support system. It empowers military planners with AI-enhanced capabilities to simulate, predict, and optimize mission outcomes in complex operational environments.
Software engineer
Dar Al-Handasah Consultants (Shair and Partners) , Beirut - Stage
De Mai 2024 à Juillet 2024
As a Software Engineer Intern at Dar Al Handasah, I worked on both software development and IT infrastructure, gaining hands-on experience in full-stack web development, networking, and project management.
Key Contributions:
Full-Stack Development: Collaborated with a team to build a MERN-stack website, primarily focusing on backend development (CRUD operations, authentication, and social features) while also contributing to frontend data integration.
Networking & Virtualization: Gained practical experience with MikroTik networking solutions and Windows Server, working on infrastructure configurations and virtualization tasks.
Project Management: Learned fundamental project management principles, including task planning, risk assessment, and stakeholder collaboration.
This internship provided me with valuable insights into software development, IT infrastructure, and teamwork in a professional environment.
Parcours officiels
Langues
Arabe - Langue maternelle
Anglais - Courant
Français - Courant
Compétences
Centres d'intérêt
- Sports
- hiking
- bodybuilding
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