Full-stack&Systems-02
I build local-first tools, desktop software, AI infrastructure, and i18n systems, from product surfaces down to sync, search, and release pipelines.
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I work where product meets infrastructure.
I build ambitious tools across desktop software, full-stack systems, AI infrastructure, and localization workflows. Most of my work starts with a real workflow problem and turns into a product with a local-first data model, a careful interface, and enough infrastructure to keep growing.
My projects tend to connect product engineering with systems thinking: PySide6 desktop apps, TypeScript front ends, Go or FastAPI services, SQLite search paths, edge APIs, and AI/RAG pipelines that are useful because they are grounded in real constraints.
How I work.
The common thread is simple: understand the workflow, design the data path, build the usable layer, then measure where the system starts to strain.
- 01Model
Start by mapping the entities, constraints, and failure modes. A good interface is easier to build when the data model already tells the truth.
Workflows / Data / Constraints - 02Prototype
Build the smallest version that proves the hard part: sync behavior, search latency, parser correctness, retrieval quality, or integration boundaries.
Spikes / Benchmarks / Thin slices - 03Engineer
Turn the prototype into something maintainable: clear modules, predictable APIs, test coverage on hot paths, and careful degradation when real platforms get messy.
Architecture / Tests / Tooling - 04Ship
Package the work as a usable product: installers, documentation, release metadata, localized copy, and the finishing details that make tools feel trustworthy.
Release / Docs / Feedback
Selected work
Now.
- Building
- HistorySync, LexiSync, and the surrounding release infrastructure for local-first productivity and localization workflows.
- Exploring
- AI coding reliability, hallucination detection, GraphRAG, MCP gateways, and evaluation loops that make agent output safer to trust.
- Measuring
- Sorting behavior across real input distributions, browser-history search latency, and localization layout risk before it reaches the UI.
- Open to
- Full-stack engineering, desktop software, AI infrastructure, and i18n tooling.
systems that
earn trust.