As a technology innovator with a robust foundation in AI, wireless communication, and machine learning, I am driven by a commitment to push boundaries and shape the future of connectivity. Over my 7+ in the field, I have spearheaded advancements in 5G technology, pioneering machine learning applications, and intelligent systems, tackling complex challenges to drive industry evolution. In my role as a 5G Interoperability Engineer at Nokia, I specialize in orchestrating the seamless integration of cutting-edge 5G devices with evolving network standards. Working collaboratively with chipset vendors and network operators, I ensure that our interoperability testing sets the gold standard for device connectivity and performance, optimizing every layer for resilient and reliable communication. My approach combines technical depth with precision troubleshooting, enabling me to identify solutions that elevate user experience across networks. A key focus of mine has been the deployment of Retrieval-Augmented Generation (RAG) models, which have redefined test case creation, automating processes and increasing testing accuracy by 40%. I have also applied sophisticated adaptation techniques such as Low-Rank Adaptation (LoRA) and Quantized LoRA (QLoRA), allowing me to tailor large language models for network-specific applications. This blend of AI and telecommunications has not only increased the efficiency of testing but has also unlocked new possibilities for predictive network performance. With proficiency in tools like Python, MATLAB, TensorFlow, and Keras, as well as advanced data visualization capabilities through Tableau and PowerBI, I bring data to life, transforming raw information into insights that drive forward-thinking decisions. My expertise with RF testing equipment and hands-on experience across wireless technologies give me an edge in both the theoretical and practical aspects of this evolving industry. I am excited to connect with like-minded professionals and thought leaders in 5G, AI, and machine learning to explore the frontiers of innovation and foster collaboration in a rapidly advancing world.