I’m currently a research intern at Cleveland Clinic working with the IBM Discovery Accelerator in the Computational Life Sciences lab. My published research is in the field of Generative AI, but I am always looking to expand the breadth my technical knowledge.
📝 Most Recently Published Paper: Med-CoT: Towards Proactive Clinical Agentic LLM
This paper, published to IEEE BigData 2025 conference in Macau, relates to the following questions:
- How can we implement and improve LLM usage as a proactive assistant in the clinical space?
- How do we handle data retrieval, emphasizing efficiency and natural conversation flow?
- When should an agent interject and under what conditions?
- How can we evaluate performance in a situation where the ground-truth is unknown?
🏔️ Featured Project: Slope Search
Ski resort and run explorer built with a custom MySQL database and full-stack filtering UI.
- Search, filter, and favorite ski areas across the world
- Filter by difficulty, vertical drop, steepest sustained pitch, and more
- Dynamic dropdowns update based on user selections
- Built with React, Express, MySQL, Tailwind, and deployed via Docker + Railway
- Live at: slope-search.gvonb.dev
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Thanks for stopping by!