{"basics":{"name":"Corbin Kim","label":"Ph.D. Candidate, NC State University","picture":"/assets/img/profile.png","email":"gkim26@ncsu.edu","website":"https://geonkim.netlify.app/","summary":"Ph.D. Candidate at NextG Lab, NC State University (ECE). My research focuses on applying Large Language Models to automate wireless resource management in Radio Access Networks (RAN), working toward fully autonomous Zero Touch Networks. I actively contribute to the AIMLFW project within the O-RAN Software Community.\n","location":{"address":"NextG Lab, ECE Department","postalCode":"27695","city":"Raleigh","countryCode":"US","region":"North Carolina"},"profiles":[{"network":"LinkedIn","username":"Corbin Kim","url":"https://www.linkedin.com/in/corbinkim/"}]},"work":[{"company":"Kyung Hee University","position":"Graduate Research Assistant","website":"","startDate":"2023-03-01","endDate":"2025-02-01","summary":"Convergence Engineering Institute for Emerging Communication Technology, Department of Electronics and Information. Adviser: Prof. EenKee Hong.\n","highlights":["O-RAN Global PlugFest 2024: Collaborated with LG Uplus to validate Open RAN interoperability","Open RAN Workforce Development: Registered 'Traffic Forecasting for Green Network' use case in O-RAN SC AIMLFW","5G NR Open Small Cell: Improved energy efficiency and traffic prediction using Open RAN-based small cells","5G Open RAN Network Slicing: Developed RAN slicing technologies for service-level assurance (with Prof. Tony Q.S. Quek)","SKT AI Fellowship: Developed cell-off recommendation using SKT's commercial network data, measured ROI at Busan testbed"]}],"education":[{"institution":"North Carolina State University","area":"Electrical and Computer Engineering","studyType":"Ph.D.","startDate":"2026-01-01","endDate":"","gpa":"","courses":[]},{"institution":"Kyung Hee University","area":"Mobile Communication","studyType":"M.S.","startDate":"2023-03-01","endDate":"2025-02-01","gpa":"3.94","courses":["Thesis: Green Intelligence - Traffic Forecasting for Cell Sleeping in Open RAN"]},{"institution":"Kyung Hee University","area":"Electronic Engineering","studyType":"B.S.","startDate":"2017-03-01","endDate":"2023-02-01","gpa":"","courses":[]}],"awards":[{"title":"Best Paper Award","date":"2025-01-01","awarder":"Korean Institute of Communications and Information Sciences","summary":"Outstanding research on O-RAN testbed implementation"},{"title":"Outstanding Research Award","date":"2024-11-01","awarder":"SKT","summary":"5G Green AI Algorithm research project"},{"title":"Best Paper Award","date":"2024-10-01","awarder":"Korean Institute of Communications and Information Sciences","summary":"Outstanding research on traffic prediction"}],"publications":[{"name":"Traffic Prediction for Carbon Reduction in Green Cellular Networks","publisher":"IEEE Trans. Green Commun. Netw. (in preparation)","releaseDate":"","website":"","summary":"G. Kim, S.J. Lee and E.K. Hong"},{"name":"Implementation of Ultra-Low Latency Open RAN Using Distributed Near-RT RIC","publisher":"Proc. KICS Symposium","releaseDate":"2024-01-01","website":"","summary":"G. Kim, S.J. Lee and E.K. Hong, Gangwon, Jan 2024"},{"name":"Securing 5G Core Network Stability Using Open Source","publisher":"Proc. KICS Symposium","releaseDate":"2023-11-01","website":"","summary":"G. Kim, S.Y. Lee, S.J. Lee and E.K. Hong, Gyeongbuk, Nov 2023"},{"name":"Cell Free Massive MIMO Downlink Power Allocation Using Deep Reinforcement Learning","publisher":"Proc. KICS Symposium","releaseDate":"2023-06-01","website":"","summary":"G. Kim and E.K. Hong, Gangwon, Jun 2023"}],"skills":[{"name":"AI/ML for Wireless Networks","level":"Master","keywords":["AI/ML","Reinforcement Learning","Traffic Prediction","Optimization Theory"]},{"name":"Network Systems","level":"Intermediate","keywords":["O-RAN","5G/6G","RAN Slicing","Network Slicing"]},{"name":"Programming","level":"Master","keywords":["Python","Go","C/C++","Kubernetes (CKA)"]}],"languages":[{"language":"Korean","fluency":"Native speaker"},{"language":"English","fluency":"Professional working proficiency"}],"interests":[{"name":"Research","keywords":["Zero Touch Networks","Agentic AI","Autonomous RAN"]}],"references":[]}