Guardian AI: Campus & Family Mental Health Support Platform
守望者 AI：校园与家庭心理健康支持平台
An AI support tool for teachers, parents, and counsellors / school psychologists, offering communication skills, home–school plans, and reflective case framing. Professional auxiliary reference only; not a medical or psychological diagnosis. Link: guardian.hugo-li.com.
面向教师、家长与心理咨询师 / 心理教师的 AI 支持工具，提供沟通技巧、家校方案与案例反思。仅供专业辅助参考，不构成医疗或心理诊断。链接：guardian.hugo-li.com。
Learning analytics dashboard
学习分析仪表盘
A dashboard for making learner progress and patterns more readable for educators. This proof-of-concept explores some state-of-the-art design principles for learning analytics dashboards (LAD): adaptive for teacher agency, encouraging student self-regulated learning (SRL), subject-domain-specific considerations, and honest limits on what clickstream data cannot say. Link: hugo-lad-demo.streamlit.app.
帮助教育者更清楚地阅读学习者进展与模式的仪表盘。该原型探究了学习分析仪表盘（LAD）领域几项前沿设计理念：适配教师自主教学需求、引导学生开展自主调节学习（SRL）、贴合不同学科领域的专属特性，同时客观厘清点击流数据存在的固有信息局限。链接：hugo-lad-demo.streamlit.app。
Multilingual audio assistant
多语音频助手
Multilingual real-time transcription via microphone or uploaded audio, with optional AI post-processing and multi-speaker support. Useful for (educational) meeting transcription and write-ups, and for improving operational and administrative efficiency. Link: liwei-ai-audio.ai-builders.space.
通过麦克风或上传音频进行多语种实时转录，支持 AI 进行二次处理和多个说话人。可以用于（教育）会议转录和整理等场景，提升业务和行政工作效率。链接：liwei-ai-audio.ai-builders.space。