Research & Articles
Experiment logs, essays, and blueprints
These notes capture the thinking behind prototypes—bridging creative intuition with methodical investigation.
Aug 2025 Insight
Architecting Trustworthy Co-Creative Agents
Explores interaction loops between human creators and LLM-based agents, introducing a reliability score that guides adaptive prompting.
LLMHuman-in-the-loopReliability
May 2025 Insight
Neural Materials for Emotionally Intelligent Interfaces
Presents a taxonomy of affective UI states coupled with reinforcement learning to modulate visuals based on sentiment inference.
Affective ComputingUXReinforcement Learning
Jan 2025 Insight
Low-Latency Edge Inference for Campus Robotics
Quantifies the trade-offs between distillation strategies and on-device caching for autonomous ground vehicles navigating dense spaces.
Edge AIRoboticsSystems
Coming soon: publication draft and reproducibility notes.