Senior Technical Product Manager | AI-Native Transformation & Cloud-Native Network Functions 20+ years leading product strategy in telecom, now focused on the convergence of AI/ML and cloud-native 5G network infrastructure. Defining AI-native transformation strategies for complex Kubernetes-based network functions — embedding ML-driven lifecycle management, AIOps, and intelligent automation into telecom products. Lifelong AI/ML engagement since my university thesis on Hopfield Neural Networks (1998). I maintain a personal lab and build projects to stay hands-on with the technologies shaping the products I manage.