A minimum of 10+ years of overall professional experience in the technology industry in software engineering, developer relations, technical partnerships, solutions architect, or product management, including 5+ years of direct hands-on experience in wireless communications, Radio Access Network (RAN) architecture, advanced algorithm development, or applied AI research—including experience working with universities, research institutes, or collaborative research programs. Significant technical depth in Telco and wireless communications software including AI/ML frameworks (PyTorch, TensorFlow), wireless simulation environments (MATLAB, Python-based simulators, software-defined radio, over the air RAN testbeds), GPU-accelerated computing, and RAN software stacks, and contributions to product integrations and software libraries.