At Erasmus Mundus Association [EMA] (AISBL), I co-led the Visa Experience Survey project, applying data governance, documented policies, and compliance standards across its documentation and reports. I also coordinated meetings with stakeholders and colleagues across 20+ states.
At ZignaAI, I spearheaded and optimised annotation and data retrieval processes for healthcare datasets, while co-leading AI model training and refinement. At MDPI Poland, I managed documentation and monitoring processes for 190+ manuscripts under editorial and ethical compliance protocols.
At World Mate Emergency Hospital & Handa Medical Center, I collaborated on revising 36 nursing protocols with an interdisciplinary team and senior leadership. At The Handa Foundation, I oversaw and audited budgets and contractual deliverables, and improved reporting systems and documentation tracking.

