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CorbinKim/README.md

Hi there, I'm Corbin Kim πŸ‘‹

Wireless Γ— AI Researcher β€” LLM Agents for Next-Gen Networks (5G/6G Β· O-RAN)


🧭 Research Focus

I build LLM-agent systems that operate and automate next-generation telecom networks. My work sits at the intersection of multi-agent LLMs, O-RAN, and cloud-native infrastructure β€” turning network operations that traditionally need expert engineers into autonomous, verifiable AI workflows.

Thesis direction: Can LLM agents reason over real network state and act reliably enough to run a 6G RAN?

Current interests

  • πŸ€– LLM multi-agent systems for network operation & automation (TelcoAgent)
  • πŸ“‘ O-RAN / 6G β€” RAN intelligence, traffic offloading, energy-efficient networks
  • πŸ“ˆ Time-series forecasting for traffic & resource prediction

πŸ”¬ Currently Working On

  • πŸ§ͺ Developing TelcoAgent β€” an LLM-agent framework for autonomous telecom network management
  • πŸŽ“ PhD researcher @ North Carolina State University (NCSU) β€” incoming Fall 2026
  • ✍️ Writing paper reviews & research notes on my blog
  • 🀝 Open to collaboration on Generative AI for O-RAN and LLM-driven network autonomy

πŸ“„ Selected Work

Year Venue Title
2026 IEEE GLOBECOM (submitted) TelcoAgent: A Scalable 5G Multi-KPM Forecasting With 3GPP-Grounded Explainability
2026 Journal (in progress) Follow-up work on agent-based RAN automation

πŸ”Ž Full list & preprints β†’ Google Scholar

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  1. CorbinKim CorbinKim Public

    Config files for my GitHub profile.

  2. CorbinKim.github.io CorbinKim.github.io Public

    My blog

    JavaScript