What I'm working on

Building

• Blackreach v5, an autonomous browser agent pushing toward v5.0 stable. Stealth Playwright, DOM walker, full ReAct loop. Project page
• Library of Alexandria, a 52GB cross-cultural research corpus with RAG pipeline on top. LlamaIndex, ChromaDB, ongoing ingestion. Project page
• Orchestrator, an autonomous agent loop engine that runs Claude Code sessions against real completion criteria until done. Project page

Learning

• Fine-tuning methodology on consumer hardware. Distillation pipelines from frontier models down to local 7B class models.
• MCP server architecture and agent-to-agent coordination patterns.
• RAG retrieval quality improvements beyond naive vector search.

Reading

• Papers on speculative decoding and inference optimization for local LLMs.
• Research on undeciphered writing systems: Linear A, Proto-Elamite, Indus script.

Life

Based in Toronto. Working on building out a serious local AI setup piece by piece. Day job in the meantime. Dog named Erza keeps me honest about going outside.

This page

Inspired by nownownow.com. The idea is a snapshot of what I'm actually doing right now, not a polished about page.