FastAPI · PostgreSQL · Function Calling · MCP
NovaStock · Goods Ops
Goods ledger, payments & file archive — plus ask-data / MCP practice.
hi, i'm ruirui · AI-native builder
MSc Applied Computing · AI-paired development · self-hosted deploy & ops
skills
Skills I can prove with live demos — the tech names below are ones I actually used.
Full-stack delivery
Flask / Astro / Node · deployable demos · Nginx reverse proxy · HTTPS & ICP filing
AI tool calling
tools.json schema · Zhipu Function Calling · Cursor MCP stdio · honest scope labeling
Ops & reliability
Aliyun ECS · health dashboards · smoke scripts · acceptance checklists
workflow
Clarify the goal
Turn fuzzy asks into shippable scope, acceptance criteria, and honest limits.
Build with AI
Pair with Cursor / Claude / ChatGPT for UI, API, and automation — I own the final call.
Ship & verify
Deploy to my own VPS, run smoke checks, and leave a path others can click.
projects
These are clickable. Most were iterated with AI, then deployed by me.
live demo · start here
Goods ledger, payments & file archive — plus ask-data / MCP practice.
FastAPI · PostgreSQL · Function Calling · MCP
Goods ledger, payments & file archive — plus ask-data / MCP practice.
Flask · SQLite · Aliyun · systemd
Class homework collection platform — desensitized public demo.
Python · Flask · Data viz
Upload logs, clean data, threshold alerts, and multi-chart monitoring.
UX/UI · Balsamiq · Prototyping
UX/UI design prototype completed while studying in New Zealand.
More work lives in all projects .