独立开发者 · AI 产品工程 · 2026Independent builder · AI products · 2026

詹志超Zhan Zhichao

用 AI，把想法做成产品。 I turn ideas into real products with AI.

当过兵，进过纪委，教过书。2026 年起转向创业，独立或带队研发了 8 个项目，覆盖教育、量化、AI 订阅、小程序、物流和支付。 Former soldier, civil servant and lecturer. Since 2026 I've built or led eight products across education, quant, AI subscriptions, mini-programs, logistics and payments.

查看作品See the work GitHub · TYSJY

65547 部队PLA 65547 西藏大学Tibet Univ. 国科大信工所UCAS IIE 四川某市纪委Municipal CDI, Sichuan 厦大嘉庚学院XMU Tan Kah Kee

shaihr.cn

~/zzc — 点击输入 helpclick & type help

$ goal set "智能学情分析平台"
→ 飞书任务池 · 23 位学生领取
→ git push origin feature
→ AI review ··· merge ✓

$ 输入 game 试试Try typing game

82026 年创业项目Products shipped in 2026

23带队研发的学生Students on my dev team

9.8万元¥98k选股软件成交价Sale price, stock-picking software

4×(10+4+3+3)论文工作流提示词步数Prompt steps in the paper workflow

Path · 2015 — 2026

一条不寻常的路An unusual path

从军营、高原、科研院所到纪委和讲台，最后回到自己动手做产品。From the army and the plateau to a research institute, the discipline commission and the lecture hall, and then to building products.

詹志超在职工运动会羽毛球赛场 — **詹志超**职工运动会 · 羽毛球Staff games · badminton

2015
啸秋中学毕业Graduated, Xiaoqiu High School
民兵普高Militia-program high school
2018
65547 部队退役Discharged, PLA Unit 65547
退役军人Veteran
2021
西藏大学毕业Graduated, Tibet University
211 工程高校Project 211拉萨 · 海拔 3650 mLhasa · 3,650 m
2024
中国科学院大学信息工程研究所毕业Graduated, Institute of Information Engineering, UCAS
研究方向：大模型压缩Focus: LLM compression北京Beijing
2025
四川某市纪委 · 定向选调生（离职）Targeted civil-service recruit, a municipal Commission for Discipline Inspection in Sichuan (left)
四川Sichuan
2026
厦门大学嘉庚学院教师（离职）Lecturer, Xiamen University Tan Kah Kee College (left)
福建漳州Zhangzhou, Fujian
Now
多个领域创业Building across several fields
教育 · 量化 · AI 订阅 · 小程序 · 物流 · 支付 · 自动化工作流Education · quant · AI subscriptions · mini-programs · logistics · payments · workflows

Selected work · 2026

8 个已落地的项目Eight products, all shipped

以下只展示由我个人研发或带队研发的项目。点击截图可放大查看。Only projects I built myself or led. Click any screenshot to enlarge it.

教育Education已开源Open source带队 23 人Team of 23

智能学情分析系统平台 + 佑禾助学小程序Learning-analytics platform + Youhe Study mini-program

为绍兴图灵教育机构研发，已开源到 GitHub。我带领 23 位学生共同研发，用飞书和 Slack 做项目管理，微信群沟通，采用敏捷开发。Built for Shaoxing Turing Education and open-sourced on GitHub. I led 23 students on the build, with Feishu and Slack for project management, WeChat groups for communication, and an agile workflow.

23位学生students

30★GitHub

3端：后台 / 教师 / 家长学生apps: admin, teacher, family

由我设立目标，AI 把控项目进度。学生在飞书领取任务，做完 push 后，由 AI 检查是否 merge。 I set the goals and AI tracks the schedule. Students pick up tasks in Feishu, push when they're done, and AI decides whether to merge. — 项目开发模式— How the team works

www.shaihr.cn

教育Education省部级课题Provincial research grant

微专业智能教学平台Micro-major teaching platform

越秀外国语大学王院长省部级课题项目，目前国内第一个微专业智能教学平台。包含成长大厅、职业成长等级，以及 3D 职业探索世界「星途冒险」。A provincial/ministerial-level research project led by Dean Wang of Yuexiu University of Foreign Languages, and currently the first intelligent teaching platform for micro-majors in China. It includes a growth hall, career levels and Star Journey, a 3D career-exploration world.

未开源 · 可提供游客账号访问Not open source · guest accounts available

www.weizhuanye.app

量化Quant已售出 · 9.8 万元Sold · ¥98,000

天和 AI 智能选股软件Tianhe AI stock picker

已以 9.8 万元卖给某企业老板。选股策略结合了幻方与全国第二量化平台的策略，支持人工与 AI 双策略对照。Sold to a business owner for ¥98,000. Its strategy combines approaches from High-Flyer and China's second-largest quant platform, with human and AI strategies side by side.

仅展示图片Screenshots only

AI 订阅AI subscriptions盈利运营中Profitable, live

自助式海外 AI 订阅平台Self-service AI subscription platform

国内站 shop.shaihr.cn，国际站 gptpro20.com。目前仍在盈利运营，后台技术暂不展示。Domestic site shop.shaihr.cn, international site gptpro20.com. Still operating at a profit, so the backend is not shown.

11,182笔已完成订单（站内显示）completed orders (as shown on site)

shop.shaihr.cn gptpro20.com

小程序Mini-program三端3 apps

银河艺校小程序Yinhe Art School mini-program

为银河艺校研发的小程序，包含学员端、教师端课表和机构管理后台。A mini-program for Yinhe Art School with a student app, a teacher schedule view and an admin back office.

www.yhyx2002.com

企业官网Corporate site物流Logistics

盛泰供应链物流平台官网Shengtai Supply Chain & Logistics

盛泰智慧物流协同平台的官方网站，主打多式联运方案生成和智能客服。Website for Shengtai's logistics coordination platform, built around multimodal route planning and AI customer service.

st.shaihr.cn

支付PaymentsVCC

哈基米海外支付 VCC 卡平台Hakimi overseas VCC platform

海外支付虚拟卡平台，助力 OPC 社区畅享 token。支持 USDT 与微信充值、在线开卡。A virtual-card platform for overseas payments, helping the OPC (one-person company) community use AI tokens freely. Supports USDT and WeChat top-ups and online card issuing.

gptguoji.com

自动化工作流WorkflowCodex SDK已开源Open source

大一统 AI 论文工作流Unified AI paper workflow

4×(10+4+3+3) 步提示词的自动化工作流，算是最早期直接内置 Codex SDK 的商业项目。原本用于批量化写、发论文，后有论文工厂想找本人收购并发出威胁。考虑到法律风险等因素，已直接开源到 GitHub。An automated workflow of 4×(10+4+3+3) prompt steps, and one of the earliest commercial projects to embed the Codex SDK directly. It was built to write and publish papers in bulk. A paper mill tried to buy it and threatened me; weighing the legal risk, I open-sourced it on GitHub.

github.com/TYSJY/unified-paper-workbench

Research · 2023 — 2025

研究与早期探索Research

从大模型压缩到垂直领域大模型，都由我个人研发或带队完成。From LLM compression to domain-specific models, each built by me or a team I led.

2023

预训练语言模型压缩Compressing pre-trained language models

提出一种基于 CoT 的推理提速理论。Proposed a CoT-based theory for speeding up inference.

LLMCoT

2024

全球信息采集分拣筛选项目Global information collection and filtering

基于 Transformer 的全球信息采集、分拣与筛选系统（军事项目）。A Transformer-based system for collecting, sorting and filtering information worldwide (military project).

Transformer

2025

纪检监察数据分析模型Discipline-inspection data model

内刊论文 + demo。大概率是国内最早提出的公检法垂直领域大模型；当时考虑到经费等问题，政府未立项。Internal-journal paper plus demo. Very likely the earliest proposal in China for a vertical LLM for public security, procuratorate and courts. The government did not fund it, citing budget and other concerns.

垂直领域大模型Vertical LLM

2025 · 纪检监察大模型演示与配套工具2025 · LLM demo and data tools示例数据均为虚构 · 日志已模糊Sample data is fictional · logs blurred

Open source · github.com/TYSJY

开源与研究代码Open source

GitHub 简介：LLMs Model Compression · UCAS。GitHub bio: LLMs Model Compression · UCAS.

unified-paper-workbench

可视化 AI 论文工作台：可编辑工作流、图表、Word/PDF 交付与智能选刊投稿。内置 Codex SDK 的 Windows 桌面应用。Visual AI paper workbench with editable workflows, figures, Word/PDF delivery and smart journal submission. Windows desktop app with built-in Codex SDK.

PythonAGPL-3.0 ai-subscription-prices

全球 AI 订阅价格查询：ChatGPT、Claude、Gemini、Grok 地区公开标价，美元/人民币换算与税前估算。Regional AI subscription price comparison for ChatGPT, Claude, Gemini and Grok, with USD/CNY conversion and pre-tax estimates.

TypeScriptMIT DTG-BlockFL

区块链辅助、信任感知的联邦学习防御框架，抵御隐蔽投毒攻击。A blockchain-assisted, trust-aware defense framework for robust federated learning against stealthy poisoning attacks.

Python3 human-research-scanning-system

研究扫描系统。Research scanning system.

Python2MIT codex-history-repair

切换账号登录、API Key 或自定义服务商后，找回丢失的 Codex Desktop 对话历史。Recover missing Codex Desktop conversation history after switching between account login, API keys or custom providers.

Python 43 个公开仓库public repositories 在 GitHub 查看全部View all on GitHub

接受项目合作Open to projects

有想做的产品？
我们聊聊。Have a product in mind?
Let's talk.

教育系统、小程序、企业官网、AI 工作流，从需求到上线。Education systems, mini-programs, company sites and AI workflows, from brief to launch.

GitHub · TYSJY 再看看作品Back to the work