Projects

Open tooling, mostly built because the thing I needed did not exist. Full list on GitHub.

Crypto market intelligence

perpkit
Perpetual-futures toolkit: real-time funding rates and fee comparison across Binance, OKX, and Gate.
prophetmap
A 19-layer physical supply-chain map for US equities, tracing AI demand through to silicon.
funding-scanner-skill
Funding-rate scanner packaged as an agent skill.
risk-normalize
Normalizing on-chain risk-API outputs across providers with incompatible schemas.
Web3Watch-HK
Weekly tracker for Hong Kong's virtual-asset regulatory and market developments.

agent-tool-interop
Research on tool-use interoperability across coding agents.
wecom-docs-mcp-server
MCP server for WeCom documents and smartsheets — create, read, edit.

HK Crypto Trust Paradox
Quantifying the gap between regulatory compliance and perceived trust in Hong Kong crypto — NLP social listening plus an N=287 survey (Δ=2.52, p<.001).

ming-vintage-llm
LoRA fine-tune for Classical Chinese. Finding: style transfers, world-model does not.
POLYGLOT-MATRIX
Multilingual vocabulary corpus spanning 9+ languages.