AAOS — Data Science Engineer
跟踪 AI 研究信号
收集选定 AI 实验室、AI for Science 创业公司、研究 feed 和技术博客的更新。
AI Research Intelligence + Scientific Agents
SciencesLoop 跟踪 AI agents、AI for Science、科研工作流自动化和模型基础设施， 再把强信号整理成带来源的笔记和公开安全的小型原型。
映射到科研工作流
把普通模型新闻和真正相关的 agent、RAG、evaluation、simulation、robotic lab、科学决策支持信号分开。
把强信号做成原型
用小 demo 或 notebook 测试某个模式是否能帮助科学导航、formulation、证据审阅或 workflow automation。
发布带来源的工作笔记
把有价值的发现整理成公开安全的文章，保留来源链接、开放问题和 SciencesLoop 视角。
Daily workflow
AI research radar → post → prototype
发布流程从自动收集来源开始，然后加入人工判断：这个信号为什么重要， 它对 scientific agents 有什么影响，是否值得做成 SciencesLoop demo。
npm run daily:radar
npm run new:post -- --title "Scientific agent workflow note"Agent and AI systems
4 lu-zhang-site
lu-zhang-site
This site — academic homepage with structured data layer
Astro static site driven by curated JSON data extracted from a master research record. 99 publications (97 SCI + 2 book chapters), 28 patents (25 issued + 3 applications), 51 conference presentations (38 abstracts + 13 invited talks).
Live
↗ Live site
meditation-study
meditation-study
Personal meditation learning platform
Web app for studying a meditation teacher-training course. Built around session JSON, polished script generation, and TTS audio playback. Daily-use product.
Live
↗ Live site
guangnian-energy-agent
guangnian-energy-agent
光年新能源智能体 — Azure-deployed RAG assistant for new-energy content
Deployed bilingual RAG assistant built on Azure OpenAI and Azure AI Search patterns, with a Python aiohttp backend and lightweight web UI. Used as a practical AI x energy demo and workflow prototype.
Live demo
↗ Live site ⌗ Source
rfb-formulation-agent
rfb-formulation-agent
AI scientist for redox flow battery formulation
A pre-v0.1 vertical-domain AI agent prototype designed to support redox-flow-battery electrolyte formulation. It aims to translate 14+ years of flow-battery chemistry intuition into structured reasoning, retrieval, and validation workflows.
In progress · pre-v0.1
More tools and experiments live on github.com/rockyzl — primarily personal Claude Code skills, RAG / agent prototypes, and research scripts. They are not productized and not listed here.
工业岗位
Mercury Insurance — Senior Data Scientist
Cincinnati Insurance — Data Scientist