Selected work

Systems built for
real decisions.

A growing collection of practical work. Public case studies focus on the method, constraints, and lessons—not inflated claims.

Data & Dashboards

A source-backed monitoring workspace that turns fragmented steel-price updates into decision-ready signals.

Trading Research

A repeatable pre-market workflow for turning macro context, venue status, and risk signals into an actionable brief.

Automation & AI

A practical knowledge system that makes notes searchable, traceable, and useful inside everyday AI-assisted work.