I use spatial data to understand how cities work — from how people move, to how neighborhoods are valued, to how we build more equitable urban environments. 我用空间数据理解城市的运作方式——从人群流动，到街区价值，再到如何构建更公平的城市环境。
Hello — I'm Christine, an urban planner and spatial analyst who believes the best city interventions start with rigorous, honest data. I'm a graduate student in Urban Spatial Analytics at the University of PennsylvaniaGPA 4.0, working at the intersection of machine learning, GIS, and urban policy.
My work spans road safety prediction in Philadelphia, housing tax equity modeling, benchmarking generative AI for satellite imagery, and building cloud-based tools that help planners see what they couldn't see before. I approach every project with equal attention to technical precision and human impact.
Before Penn, I studied Urban and Rural Planning at Tianjin University and spent a semester at The University of Hong Kong. I've interned at two of China's leading planning institutes — Shenzhen Urban Planning & Design Institute and Shanghai Tongji Urban Planning & Design Institute.
Actively seeking full-time roles in urban data analytics and planning technology — available from May 2026.
你好，我是崔馨元（Christine），一名城市规划师与空间分析师，相信最好的城市干预措施始于严谨诚实的数据。我目前就读于宾夕法尼亚大学城市空间分析专业GPA 4.0，在机器学习、GIS与城市政策的交叉领域开展研究。
我的研究涵盖费城道路安全预测、住房税收公平建模、生成式AI卫星影像云去除，以及构建帮助规划师洞察城市问题的云端工具。每个项目中，我都以同等的技术精准度和人文关怀参与其中。
加入宾大之前，我在天津大学学习城乡规划，并在香港大学完成了一学期的交换学习。曾在国内两家顶尖规划机构实习——深圳市城市规划设计研究院和上海同济城市规划设计研究院。
目前正积极寻求城市数据分析与规划科技方向的全职职位，2026年5月起可入职。
Hover to preview · Click to explore each project. 悬停预览 · 点击查看项目详情。
Whether you're hiring, researching, or want to talk cities and data — I'd love to hear from you. 无论您是招聘、研究，还是想聊城市与数据——欢迎随时与我联系。