About
Build clearly.
Learn honestly.
I’m Moohwaan, a builder based in Bangkok. I work where data, automation, and practical decision-making meet.
I like turning fragmented information into systems people can inspect, understand, and use.
My work spans data pipelines, operational dashboards, AI-assisted workflows, and trading research. The common thread is not a specific technology—it is the effort to make messy evidence more useful without hiding its limitations.
I care about traceability, clear failure states, and handoffs that let the next person continue the work. I prefer a small system that earns trust over a large system that only looks impressive.
Current areas of interest
- Source-aware dashboards and data-quality interfaces
- Automation that communicates uncertainty
- Personal knowledge and retrieval systems
- Repeatable trading-research workflows