I build systems that turn complex data into reliable decisions through structured AI reasoning.
At Goodway Group, I design and operate distributed analytics and optimization systems at scale, integrating multi-source data pipelines, event-driven architectures, and LLM-powered reasoning into production. My work focuses on LLM-guided reasoning systems, data infrastructure, and agentic architectures, where statistical signal generation and model inference are tightly coupled to produce consistent, interpretable outputs.
I earned my Ph.D. in Computer and Information Sciences from the University of Delaware as a member of the Software Analysis and Compilation (SAC) Lab, where I studied conversational agents and human-centered AI under Lori Pollock, with publications at ICSE and ITiCSE.
I design systems where data, reasoning, and infrastructure operate as a unified layer, enabling scalable decision-making beyond prototype AI.