Each story separates personal contribution, team outcome, and what is safe to publish. No claim is larger than the evidence.
Role: Technical Facilitator and CTO
Helped shape the engineering structure and establish AI, software, data crawling, and automation units.
Recorded outcome: The structure grew from a small team into more than ten engineers across four specialist units.
Role: Chief Technology Officer
Built an international team and led the technology roadmap for the Sihri enterprise OTA platform.
Recorded outcome: Established a delivery structure and added Analytics and ML as roadmap capabilities.
Role: Technical Lead
Helped build backend and frontend teams while guiding a migration to independent services with CI/CD.
Recorded outcome: Established a 12-person team and an Azure DevOps-based delivery foundation.