Juan Samuel Perez Rodriguez Email & Phone Number

- Fulbright scholar with research interests in 5G, machine learning (ML), network architecture design and performance analysis, cognitive radios and networks, self-organizing networks (SON), and cybersecurity. 6 years as University Professor, taking lecturer and research advising roles.- 8 years working in Network Engineering including four years as leader of the 4G Core Network team for an ISP telecommunications company, implementing complex network features. Strong understanding of broadband wireless, IP-based networking, and call-flow analysis. One year as Network Data Scientist developing and implementing Machine Learning techniques for building predictive models to detect computer network issues.- Extensive knowledge of mobile broadband communication technologies (Wi-Fi/WiMAX/LTE) and excellent understanding of system design, integration, optimization and backhaul needs. First hand detailed experience on RAN/Core Network testing.- Experienced in Linux system administration, Git, Virtualization, and Docker/Kubernetes containerization technology.- Proficient in using Python, MATLAB, BASH and C for implementing simulations and advanced algorithms, feature engineering, and MLOps pipelines. Hands-on experience with pandas, scikit-learn, OpenCV, Keras, TensorFlow Extended, GCP Vertex AI, HuggingFace Transformers, and LangChain for LLMOps.- Demonstrated experience in managing external vendors and internal cross-functional teams.

Listed skills include Wimax, 4G, Telecommunications, Troubleshooting, and 13 others.