Nancy Al Kalach is a software engineer specializing in enterprise systems and cloud-based platforms. Her work spans CRM customization, API integration, and process automation across diverse industries. She holds multiple professional certifications and has contributed to large-scale system implementations in both public and private sectors. Nancy is particularly interested in the evolving role of metadata in software design and is currently exploring how structured enterprise data can inform context-aware applications and AI-driven decision systems.