Projects
Things I have designed and built.
Personal Projects
Tracium
A lightweight, cross-platform desktop network health monitor for home connections — continuous latency/jitter/loss tracking, speed tests, Wi-Fi diagnostics, bufferbloat grading, and exportable reports.
active-developmentTextStruct
A local-first engine that turns scanned textbooks into structured, LLM-ready data — layout-aware OCR, deterministic math cleanup, pedagogical role classification, and hybrid text+vision retrieval over LanceDB.
active-development
SLM From Scratch
Training small language models (75M-500M params) from scratch on a single consumer GPU — a hands-on exploration of transformer training, scaling behavior, and what's actually achievable without a GPU cluster.
researchFrameWeaver
An automated multi-agent pipeline that generates explanatory videos from a natural-language topic — research, script planning, image generation, and voice synthesis, coordinated across a single consumer GPU.
active-development