AI Research Mentoring at Emory University

Research Mentoring, Emory Global Diabetes Research Center, 2023

Research mentoring and collaboration at Emory Global Diabetes Research Center focusing on continual learning applications for health and epidemiological research.

Research Areas Covered

  • Continual learning for healthcare applications
  • Domain adaptation for medical imaging
  • Multi-agent systems using Large Language Models
  • Interactive machine learning with expert feedback

Key Achievements

  • Developed cognitive architecture for LLM-agents
  • Created decision-making procedures for cost-efficient resource use
  • Published 3 papers on continual learning for medical imaging
  • One paper shortlisted for Best Student Paper Award at VISAPP 2025

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