01 · 2026
VISAGG - Agentic 3D Rendering
Research project with the VISAGG Lab at the University of Calgary, comparing a free-agent tool-calling system against a fixed multi-stage pipeline for autonomous volume rendering in ParaView. Built a custom MCP server connecting a local LLM to ParaView and VTK, then benchmarked both designs across dozens of tasks and multiple datasets, scored by independent multimodal LLM judges. The work has been submitted to the Undergraduate Research Symposium.
- Undergraduate research at the VISAGG Lab, submitted to the Undergraduate Research Symposium
- Built a custom MCP server exposing dozens of ParaView/VTK tools for autonomous rendering
- Compared two LLM-agent architectures across a multi-task benchmark scored by independent judges