Lumen Learning
An AI-assisted learning workspace with courses, progress tracking, and local-first persistence.
AI ENGINEER · BUILDER
Currently working on AI at NxtWave, with a focus on useful systems that combine thoughtful product design and reliable engineering.
SELECTED WORK
Products and experiments built around learning, visualization, and practical AI infrastructure.
An AI-assisted learning workspace with courses, progress tracking, and local-first persistence.
Turns a learning goal into a storyboarded, audited and rendered mathematical animation.
Compare local and hosted LLM infrastructure using transparent hardware, energy and utilization assumptions.
LATEST WRITING
From formant synthesis and Tacotron to neural codecs, diffusion, and modern zero-shot systems.
Read article →Data bootstrapping, fine-tuning, quantization, and the constraints of real-time mobile inference.
Read article →From High School Maths to Training GPT — the complete series is currently being edited.