Research Overview

My research focuses on enhancing human-data interaction through narrative visualization, immersive analytics, and AI-augmented frameworks. As a PhD candidate at Monash University, I work at the intersection of human-centered computing and advanced data visualization techniques.

Research Areas

Time-Track Narrative Graph Model (TTNG)

• Development of novel visualization methods for temporal data narratives
• Integration of graph-based approaches with narrative structures
• Implementation of LLM-powered Graph-to-Text pipelines
• User studies on algorithmic alignment with human narrative understanding

Immersive Analytics & Scrollytelling

• Investigation of scrollytelling techniques for enhanced data engagement
• Development of immersive visualization frameworks
• Research on narrative coherence in interactive visualizations
• User experience studies in immersive data environments

Human-AI Collaborative Systems

• Design of AI-augmented frameworks for data analysis
• Integration of LLMs in visualization workflows
• Research on human-AI interaction patterns
• Development of intelligent visualization assistants

Collaboration

Interested in collaboration? Get in touch to discuss potential research opportunities.