Selected Projects
Visualization for Interacting with LLM-based Agents
Advisor: Sandra Bae, Steven Bethard
Advisor: Sandra Bae, Steven Bethard
Visualization-driven interfaces to help users inspect and understand LLM-based agent behavior at the intersection of HCI and NLP.
LLM-based Decision Support Systems for Mining Research
Research Assistant, School of Mining Engineering & Mineral Resources
Research Assistant, School of Mining Engineering & Mineral Resources
Retrieval-augmented pipelines and web prototypes for faculty-facing decision support.
Mining Health and Safety Analysis with NLP and LLMs
Advisor: Leonard Brown
Advisor: Leonard Brown
Applied NLP/LLM systems for mining safety reports (injury prediction, hazard identification, safety recommendations).
Temporal Information Extraction from Text
Advisor: Steven Bethard
Advisor: Steven Bethard
Transformer-based models for temporal relations between events and time expressions, exploring fine-tuned and prompt-based approaches.