PROJECT INDEX · 2026.08
Projects
Not a list stacked by date — the strongest projects go first. What counts here is whether something is actually running, what problem it solves, and whether the results can be verified externally.
Real users and sustained operation take priority, then business results, risk control, and external verification. The ranking changes as project status changes; a lower spot doesn't mean failure — it just means the public evidence or the scope of impact is weaker right now.
Projects ranked by combined evidence
- In production
RANK 01 · Enterprise delivery
AI customer service system for a medical aesthetics chain on WeCom
Splits real storefront inquiries into four layers — AI answers, structured queries, automated actions, and human takeover — with process supervision and a hard review gate to control production risk.
Strongest evidence In continuous use at real storefronts; 600+ regression tests cover real transcripts, multi-turn dialogue, and negative samples.
AI + human layersDesktop automationProduction hardening→ - In production
RANK 02 · Enterprise delivery
Business data automation: dashboard + report bot
Aligns metric definitions across intranet reports and manual Excel files, pulls the data automatically, and delivers it to management's phones and business group chats.
Strongest evidence The data pipeline runs automatically every day; data leaving the system is constrained by permissions and a hard review gate.
Data pipelineMetric definition governanceWeCom bot→ - In stable long-term operation
RANK 03 · Enterprise delivery
Douyin Laike × Feishu (Lark) lead sync
Wires up lead pulling, phone-number decryption, ad-data correlation, and Feishu writes, and adds read-back validation and failure alerts.
Strongest evidence Lead turnaround dropped from days to minutes, and failures no longer stay silent.
API integrationData syncMonitoring & alerts→ - Running in a real business
RANK 04 · Enterprise delivery
Xiaohongshu (RedNote) multi-account content matrix
Orchestrates collection, style-based rewriting, image generation, publishing, and comment replies into a multi-account workflow, with humans still owning topic selection and taste.
Strongest evidence Daily operation of 5 accounts compressed into one Feishu table check per day.
Content automationPlaywright / CDPFeishu hub→ - 3 PRs merged
RANK 05 · Upstream contribution
Upstream contribution to the Academic Research Skills medical module
Added medical publishing policies with a fail-closed disclosure process, a Chinese-language literature parsing client, and EQUATOR reporting guideline coverage to an upstream repo with 40,000+ stars; all three PRs were merged after multiple rounds of adversarial review by maintainers.
Strongest evidence GitHub merge records and the review process are publicly verifiable; the overall proposal issue was closed by maintainers as completed. Upstream stars aren't counted as my own.
Medicine × AIOpen-source collaborationFail-closed→ - Personal production system
RANK 06 · Engineering system
Bilingual site translation pipeline: quality gates on LLM output
Maintains the site's English mirror with incremental translation, tag-skeleton comparison, wording red lines, number-loss protection, and a release gate.
Strongest evidence Pages on this site, blog posts, and structured data are continuously generated through the same quality pipeline.
LLM engineeringQuality gateZero npm dependencies→ - 70 star / 9 fork
RANK 07 · Open-source exploration
Agent Memory Supersystem
Inspired by neuroscience, a public implementation of an agent's memory writing, retrieval, and organization mechanisms.
Strongest evidence The repo, code, and stars/forks are publicly verifiable; earlier performance claims that lack reproducible experimental support are not carried over.
PythonAgent memoryOpen-source exploration↗
Only projects that can be clearly explained publicly are shown. Client and internal-system information is anonymized; what I was personally responsible for is still defined by the notes on each project's detail page.