Experiments

Labs

Experimental AI projects — prototypes, proofs-of-concept, and novel ideas being explored in the open.

Lab projects are experimental by nature — expect rough edges, breaking changes, and incomplete documentation.

Experimental

Prompt Optimizer

Experimental tool that iteratively refines LLM prompts using automated evaluation and adversarial testing.

LLMPromptingEvaluation
Prototype

Decision Tree Visualizer

Interactive visualization of clinical decision trees, making complex branching logic auditable and explainable.

VisualizationXAIClinical
Experimental

RAG Medical Literature

Retrieval-augmented generation over medical literature. Ask clinical questions, get cited answers from PubMed abstracts.

RAGNLPMedical
Prototype

Habit Loop AI

AI-assisted habit tracking that identifies patterns in behavior data and suggests personalized intervention strategies.

Behavioral AITrackingMobile