Research Assistant – Multi-Agent LLM Systems
I am a Research Assistant in the College of Engineering and Applied Science at the University of Cincinnati, working with Prof. Tommaso Giovannelli on multi-agent large language model (LLM) systems.
Role: Research Assistant – Multi-Agent LLM Systems
Institution: University of Cincinnati, College of Engineering and Applied Science
Location: Cincinnati, Ohio, United States
Dates: Oct 2025 – Present
Focus areas:
- Conduct research on multi-agent LLM systems with a focus on reasoning coordination, emergent behavior, and optimization.
- Investigate Chain-of-Thought prompting, meta-reasoning, and bilevel optimization to improve collaboration and self-organization among autonomous agents.
- Collaborate with Griffin Kent on evaluation frameworks for cooperative and competitive LLM agents in distributed environments.
- Use Python, PyTorch, AWS Lambda, and custom inference pipelines to simulate and measure decision-making performance across diverse task domains.
- Contribute to future publications in intelligent multi-agent coordination, interpretability, and AI-driven systems engineering.
Advisor: Prof. Tommaso Giovannelli