范龑潇

社会学 × 全栈产品开发 | AIGC产品开发者 | 连续创业尝试者

北京 / Anywhere 17687046919 hi@ahpx.me https://ahpx.me

Experience

中国社会科学院数字化决策与国家治理实验室

研究助理

2024年10月 - 2025年12月

北京

Education

中国社会科学院大学

社会学

2024 - 2028

本科

Projects

Taoracle - AI紫微斗数与六爻占卜平台 (MVP阶段)

联合创始人 / 全栈产品负责人

https://www.taoracle.com

捕捉到年轻群体对“玄学+心理疗愈”的高频需求，决定验证AI在泛娱乐垂类的变现能力。
主导从 PRD 到全栈开发的闭环；结合社会学理论调优Prompt Persona，显著提升AI回复的共情力；建立漏斗模型分析用户意图，针对高付费意愿场景（事业/情感）优化定价策略。
0预算冷启动，上线3天获客70+，付费转化率超14%，首周即实现ROI转正，成功跑通商业闭环。

2025.12 - 至今

ContextFlow - 沉浸式网页阅读辅助插件 (SaaS)

独立开发者 / 产品经理

https://getcontextflow.app

针对信息过载导致阅读效率低下的痛点，探索基于浏览器的AI生产力工具机会。
开发浏览器拓展 + SaaS，设计“AI即时思考”功能，利用LLM对长文进行结构化拆解与关键信息高亮；制定 Freemium 商业策略，完成竞品分析与支付功能接入。
完成MVP开发与核心功能验证，确认了SaaS订阅模式在阅读辅助场景的可行性，目前已进入GTM获客阶段。

2025.11 - 至今

Aictionary + Open Dictionary - LLM驱动的开源词典构建

发起人 / 核心开发者

传统词典释义固化，无法满足深度语言学习需求，试图探索LLM在教育领域的原生应用形态。
设计复杂的 Prompt Chain 构建动态词典，实现词源、语境、近义词的多维实时生成，抑制了教育场景下的AI幻觉问题。
项目获得 GitHub 700+ Stars，被开源社区验证为高价值的AI Native教育产品形态。

2025.10 - 2025.11

Skills

Product

PRD撰写, 竞品分析, 用户调研, 数据分析 (Excel/SQL), 商业模式设计

•••••

Tech Stack

Python, Next.js, React, Tailwind CSS, Chrome Extension Dev

•••••

AI Engineering

Prompt Engineering, LLM API Integration (OpenAI/Claude), RAG (检索增强生成)

•••••

Tools

Figma, Git, Claude Code, Codex

•••••

Shawn Fan

Sociology x Full-Stack Product Development | AIGC Product Builder | Continuous Entrepreneurship Explorer

Beijing / Anywhere 17687046919 hi@ahpx.me https://ahpx.me

Experience

Digital Decision-Making and National Governance Laboratory, Chinese Academy of Social Sciences

Research Assistant

Oct 2024 - Dec 2025

Beijing

Education

University of Chinese Academy of Social Sciences

Sociology

2024 - 2028

Bachelor's Degree

Projects

Taoracle - AI Zi Wei Dou Shu & Liu Yao Divination Platform (MVP Stage)

Co-founder / Full-Stack Product Lead

https://www.taoracle.com

Captured high-frequency demand among younger users for "mysticism + psychological healing", and validated AI monetization potential in an entertainment-focused vertical.
Led the full loop from PRD to full-stack delivery; tuned Prompt Persona with sociological theories to improve empathy in AI responses; built a funnel model for user-intent analysis and optimized pricing for high willingness-to-pay scenarios (career/relationships).
Launched with zero budget, acquired 70+ users within 3 days, achieved over 14% paid conversion, and turned ROI positive in week one, proving a viable commercial loop.

Dec 2025 - Present

ContextFlow - Immersive Web Reading Assistant Extension (SaaS)

Independent Developer / Product Manager

https://getcontextflow.app

Addressed reduced reading efficiency caused by information overload and explored browser-based AI productivity opportunities.
Built a browser extension + SaaS product; designed an "AI Instant Thinking" feature that uses LLMs for structured long-text decomposition and key-information highlighting; defined a Freemium strategy, completed competitive analysis, and integrated payments.
Completed MVP development and core-feature validation, confirmed SaaS subscription feasibility for reading-assistance scenarios, and moved into the GTM user-acquisition phase.

Nov 2025 - Present

Aictionary + Open Dictionary - LLM-Driven Open-Source Dictionary Construction

Initiator / Core Developer

Traditional dictionary definitions are static and cannot satisfy deep language-learning needs; explored native LLM product forms in education.
Designed a complex Prompt Chain to build a dynamic dictionary with real-time generation of etymology, context, and synonyms, while reducing AI hallucinations in education scenarios.
The project reached 700+ GitHub stars and was validated by the open-source community as a high-value AI-native education product form.

Oct 2025 - Nov 2025

Skills

Product

PRD writing, competitive analysis, user research, data analysis (Excel/SQL), business model design

•••••

Tech Stack

Python, Next.js, React, Tailwind CSS, Chrome Extension Dev

•••••

AI Engineering

Prompt Engineering, LLM API Integration (OpenAI/Claude), RAG (Retrieval-Augmented Generation)

•••••

Tools

Figma, Git, Claude Code, Codex

•••••

Experience

中国社会科学院 数字化决策与国家治理实验室

Education

中国社会科学院大学

Projects

Taoracle - AI紫微斗数与六爻占卜平台 (MVP阶段)

ContextFlow - 沉浸式网页阅读辅助插件 (SaaS)

Aictionary + Open Dictionary - LLM驱动的开源词典构建

Skills

Experience

Digital Decision-Making and National Governance Laboratory, Chinese Academy of Social Sciences

Education

University of Chinese Academy of Social Sciences

Projects

Taoracle - AI Zi Wei Dou Shu & Liu Yao Divination Platform (MVP Stage)

ContextFlow - Immersive Web Reading Assistant Extension (SaaS)

Aictionary + Open Dictionary - LLM-Driven Open-Source Dictionary Construction

Skills

中国社会科学院数字化决策与国家治理实验室