Regulatory writing, done by the model
On-chain risk data and rule hits are fed to Claude and OpenAI, which draft STR/SAR reports, compliance policies and rule-set proposals — replacing a step that used to be written by hand.
Creator of Sveltepress · 539 stars
AI Full-Stack Engineer · 9 years
I put LLMs inside production systems, and own everything around them — engine, API, workbench, deploy.
Open to full-time remote or contractUTC+8 · Hefei, China · working English
Move your cursor — the chrome follows it
(01) How I work
I put LLMs inside production systems — regulatory reports drafted by Claude and OpenAI, a multi-chain risk engine underneath, a public API around it and the workbench on top. Design, build, test, deploy: on my own.
(02) End to endScroll to morph · move to orbit
01 / Design
It starts on the artboard.
My initials as vector outlines — anchors, handles, guides — drawn by 24,000 particles on your GPU. Keep scrolling: this is one feature going end to end.
02 / Build
Then it takes shape.
Four layers, bottom to top: model calls, engine, API, workbench. Data climbs straight up the stack, and with all of it in one pair of hands, nothing is lost in a handoff.
03 / Test
Then I hunt the bugs.
The lens has to find them before a user does. Every particle leaves on its own delay, with turbulence that peaks mid-flight — that is where the edge cases hide.
04 / Ship
Then it goes out into the world.
Lift-off. The exhaust streams in the vertex shader, additive blending, zero textures. Move your cursor: it is all live.
(03) What I am building now LLMs inside a crypto
LLMs inside a crypto
compliance platform
A crypto AML/KYT compliance SaaS. I own the AI layer and the whole stack beneath it — screening engine, public API, workbench, and the pipeline that puts it on a server.
KYA / KYT screening engine
Multi-hop fund-path tracing that surfaces high-risk counterparties, sanctions and blacklist hits, then returns a graded risk verdict.
Configurable rule sets
Path-level detection routed by scenario — deposit, withdrawal, CDD, ongoing monitoring — so compliance teams change policy without shipping code.
Public API, v2 and v3
Async polling with API-key auth, address-monitoring alerts, webhooks and quota billing, across Ethereum, Tron and Base.
The workbench
Next.js 16 and React 19 in TypeScript: screening, batch checks, graph exploration, reports and monitoring, on SWR and Zustand.
Ship and keep it up
Led a full cloud migration, built the CI/CD on GitHub Actions — atomic Go binary swaps, layered backups, rollback in seconds — and own production incidents.
Rewrote path investigation
Uploading the whole graph became server-side detection with gzipped parallel paging. A single screening run got dramatically faster.
- Server-side detection
- gzip
- Parallel paging
(04) Open source · AI and agents Hand work to agents,
Hand work to agents,
then check it is done
I spend most days inside coding agents, so I build the parts they are missing.
deskfolk
★ 12Hand it off. Walk away. Return to results.
A local-first desktop app for multi-day, multi-step jobs. Persistent Bots chat, join groups and hand work to each other — and when one says done, the app checks first.
- Done = checks pass
- Stop is a state
- Any endpoint, or Claude Code
codsh
★ 8Terminal coding agent for DeepSeek and any OpenAI-compatible endpoint. /ship takes one sentence to verified code: spec, ticket DAG, parallel TDD worktrees, clean merge.
agent-feishu-channel
★ 50Claude and Codex, natively in Feishu (Lark): a full coding-agent session in a group chat, tool calls as approval cards, sessions that survive restarts.
(05) Open source · Svelte ecosystem Sveltepress, and what
Sveltepress, and what
grew around it
Maintained since August 2022. Most of my GitHub stars come from here.
Sveltepress
★ 539Write Markdown, keep the full power of SvelteKit.
A docs and blog SSG on SvelteKit: Svelte 5 runes and components in Markdown, immutable doc versions, i18n, Pagefind search, and a blog theme with RSS and OG images.
docs/index.md
# Getting startedWrite Svelte right here:<script> let count = $state(0)</script><button onclick={() => count++}> {count}</button>sveltepress.site
Getting started
Write Svelte right here:
really clickableSvelte, right inside Markdown
The counter is a real Svelte component, not a picture of one. That is the whole pitch of Sveltepress, so the demo had better be honest.
svelte5plus-calendar
★ 12Every calendar view in one zero-dependency component, month to agenda plus resources — with drag and drop, recurrence, time zones and ICS.
The discovery.js struct view as a standalone Svelte 5 component — type-aware previews, windowed collections, search, table and diff views.
years shipping
GitHub stars
public repos
open-source orgs
(06) Playground Built because
Built because
they were fun
Some of these have more stars than the serious ones. I have made peace with it.
joueur
★ 27A tiny, playful music player.
--FPS
Frame-perfect, measured live
Your browser's real frame timeline, right now. One requestAnimationFrame loop drives every effect on this site.
v-rap
★ 27A Vue 3 library whose entire purpose is embedding the Vue author's rap video in your app.
siyuan-plugin-*-repl
★ 14Live Vue, Svelte and React REPLs embedded inside SiYuan notes. Three plugins, one idea.
reditor
★ 8An online resume builder with decent templates. Yes, I wrote a resume tool before I wrote this page.
--KB
Weighed on arrival
Compressed bytes this visit downloaded. No animation library: two WebGL programs and a physics loop.
Motion you can turn off
Honours prefers-reduced-motion. Or flip the switch and the whole page holds still.
Yours: --
(07) Nine years, six domains Where the work
Where the work
has actually been
Regulated finance, hospital equipment, consumer audio, lending at scale, internal platforms. Different constraints, same job: make it correct and make it ship.
- Current
Crypto compliance and on-chain risk
LLM-generated regulatory output, multi-hop tracing, configurable rule sets, a public API and the cloud it runs on.
- Yiyi Data
Internal developer platforms
Planned and led an in-house low-code platform — core engine plus its own domain design language. Delivery on internal projects got about 30% faster, and duplicate work went away.
- GE Healthcare China
Medical imaging
Technical management and core feature work on the x20 system and the China AW imaging platform.
- Bilibili · MissEvan
Consumer audio at scale
Product features and frontend iteration, plus the internal component and utility libraries the team built on.
- Oufei Tech, Beijing
Overseas lending and merchant platforms
Lending H5 flows, back-office and a data aggregation platform behind a loan book over $100M and a million-plus merchants. Build time down 50%, dev start and HMR twice as fast, Lighthouse 90+ in production.
- AsiaInfo · Uinnova
Telecom-grade frontend
Stack selection, project scaffolding, core pages and CI; built the shared libraries the department kept using after I left.
The stack I reach for
- AI
- Claude
- OpenAI
- DeepSeek
- structured output
- tool-call loops
- agent CLIs
- Languages
- TypeScript
- Go
- Rust
- Java
- Python
- Frontend
- React 19 / Next.js
- Svelte 5 / SvelteKit
- Vue 3
- Vite / Rollup / Nx
- Tauri
- D3 / ECharts
- Backend
- Node.js
- Go
- PostgreSQL / MySQL
- Redis
- REST and async jobs
- Infra
- AWS
- Tencent Cloud
- Docker
- GitHub Actions / Jenkins
- Linux
- systemd deploys with rollback
- Chains
- EVM and Tron on-chain data
- Ethereum
- Tron
- Base
(08) Contact
Tell me what
you are building.
If you need someone who can take an AI feature from an idea to a thing on a server, without a handoff in the middle — write to me.
Email meOpen to full-time remote or contractBased UTC+8. A full European working day overlaps; so does US East in my evening.