Research & Development
Constructing the
Digital Frontier.
A curated collection of my work in distributed systems, AI infrastructure, and high-performance computing.
Flagship Project
FeaturedLive Demo Available
Flagship Project
LM-Lab
An interactive platform for exploring language model architectures from first principles. Visualize transition matrices, probe inference dynamics, and generate text — all powered by a live FastAPI backend with PyTorch.
PythonPyTorchFastAPINext.jsTypeScriptCanvas API
Live Inference
Real-time next-character prediction with probability distributions
Transition Matrix
Interactive canvas heatmap of the learned bigram probabilities
Text Generation
Generate text with configurable temperature and step-by-step tracing
Coming Soon
Selected Experiments
Additional projects and experiments will be published here as they reach completion.