— I am a highly experienced Data Scientist with over 20 years of expertise in GIS, DevOps workflows, and large-scale network capacity management. — My career spans international roles in the US, Australia, and Kenya, where I have successfully designed and implemented automated data solutions, optimized telecom and utility infrastructure, and delivered actionable insights through geospatial analytics and big data. — At Connectbase (US), I led DevOps-based automation for network provisioning and auditing, developed real-time capacity dashboards, and maintained critical datasets for fiber routes and data centers. — Earlier, as a GIS Specialist in Australia, I built web mapping tools to visualize network infrastructure, while in Kenya, I managed geospatial datasets for 124,000+ farm locations. Improving logistics and resource allocation. My background also includes environmental research projects funded by the European Union, where I reconstructed historical landscapes using GIS. Core Competencies: — Network Infrastructure Data Management. — DevOps for GIS Applications. — Geospatial/ Business Data Analysis. — Big Data Analytics in GIS & ML. — Capacity Planning, Auditing & Reporting. — GIS Automation & ETL Optimization. Professional Development: — Conducted training sessions and workshops on GIS techniques, business analysis, and DevOps project management. — Developed tailored communication strategies to effectively convey complex technical information to non-technical stakeholders.