Ahmad Karout Karout

• Led AI-driven projects across multiple clients, aligning business needs, solution design, and delivery outcomes.
• Managed and mentored a team of 5 Business Analysts across requirements, workflows, and project artifacts.
• Handled direct client communication to ensure clarity, follow-up, and successful delivery across engagements.
• Coordinated AI Engineers, Full-Stack Engineers, Technical Leads, and Architects across active solution workstreams.
• Designed AI systems and agentic workflows by defining use cases, logic, and business-oriented structures.
• Reviewed architecture and solution documents with technical teams to ensure feasibility and alignment.
• Prepared timelines, sprint priorities, backlogs, and roadmaps across multiple fast-moving project engagements.
• Improved internal structuring and coordination across teams within a fast-paced startup environment.
• Supported internal automation and process improvement initiatives to enhance efficiency and execution readiness.

• Supported AI-driven projects across government and private-sector clients through requirements and workflow structuring.
• Prepared BRDs, process maps, feature definitions, and backlog items for product planning and delivery.
• Worked directly with clients in workshops and discovery sessions to gather needs and clarify pain points.
• Collaborated with developers and technical teams to translate business needs into system requirements.
• Organized delivery activities across multiple initiatives through documentation, prioritization, and team coordination.
• Contributed to MVP and early-stage AI solution delivery under tight deadlines in a startup environment.

• Focused on aviation project to develop a report for building new airport for Ministry of Public Works and Transport in Lebanon
• Suggested a well plan to develop the airport in a cost-efficient and rapid way.
• Did a research based on university papers, successful airports development plans and examples matches our goals.

• Managing a team of 6 Business Analysts, providing guidance and fostering collaboration.
• Contributing across multiple teams to improve the efficiency and performance of the department.
• Leading new projects focused on logistics, ensuring smooth operations and innovative solutions.
• Collaborated with clients to troubleshoot and resolve technical and functional issues.
• Contributed to CI/CD projects, enhancing process efficiency for clients.
• Utilized Murex software for automated testing, ensuring system robustness and reliability.
• Acted as a key member in back-office operations, addressing challenges and optimizing processes.
• Engaged in Scrum environments, participating in daily standups and utilizing Scrum boards for enhanced team collaboration.

• Collaborated with clients to troubleshoot and resolve technical and functional issues.
• Contributed to CI/CD projects, enhancing process efficiency for clients.
• Utilized Murex software for automated testing, ensuring system robustness and reliability.
• Acted as a key member in back-office operations, addressing challenges and optimizing processes.
• Engaged in Scrum environments, participating in daily standups and utilizing Scrum boards for enhanced team collaboration.

• Developed a database design with over 60 tables from scratch, to implement the system.
• Developed efficient and professional Stored Procedures, emphasizing maintainable code.
• Built APIs using C# and Azure Functions, testing and refining functionality with Postman.

• Collaborated effectively in Agile (Scrum) environments, achieving project milestones and deliverables.
• Developed and optimized Backend Codes using DB functions, and created efficient APIs using NodeJS and AWS Lambda.