I'm a GIS Specialist with over 19 years of experience in fiber network delivery, GIS, and automation. I specialize in network implementation, data accuracy, automation, and OSS/BSS systems, ensuring efficient and high-quality telecom infrastructure. Currently, I work at Microsoft, leading fiber network deployment and GIS operations to support APAC data centers.