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Redfish's Space红鱼的空间

About

For more about my background and experience, see: Curriculum Vitae

Bio

My research interests span 3D city modeling and simulation, built environment analysis, and social sensing for urban mobility behavior analysis. Recently, I have worked on teacher–student pipelines that combine ENVI-met simulations and explainable ML to derive design-ready guidance for street-tree configurations, and on a Spatial LLM that maps natural language to spatial reasoning on indoor point clouds.

Research workflow

Education

Research Experience

Jul 2025 – Present
  • Research on environment simulation, e.g., micro‑climate simulation of 3D urban models.
  • Develop algorithms for tree inventory, attribute extraction, and species labelling from street‑view images.
Jun 2024 – Oct 2024
  • Crawling, processing, and semantic analysis of social media data on Shenzhen Metro.
  • Spatial querying and processing of mobile signalling data and map service API POI data.
  • Literature reviews on LLM applications in transit service, travel satisfaction, and urban planning.
SNNUNorthwest Land and Resource Research Centre, SNNU, China · Research Assistant
Sep 2023 – Nov 2023
Mentor: Prof. Tao Li
  • Mapping and preprocessing of road network datasets; calculating OD time‑cost matrices.
  • Contributed to authored funding applications about intercity mobility volatility studies.
  • Literature review on seasonality, intra‑week, and holiday patterns in intercity mobility fluctuations.

Skills

  • Programming: Python (OpenCV, PyTorch), C++ (CGAL, Eigen, PCL)
  • Tools: ArcGIS Pro, QGIS, OpenFOAM, MySQL, Blender, Adobe Premiere Pro, Final Cut Pro
  • Language: IELTS 7.0 (L7.5, R7.5, S7.0, W6.5)

Awards

  • 2023 Fall — Special Award Fund for Foreign Language Examinations of SNNU (First Prize)
  • 2023 Fall — Outstanding Student of SNNU (Third-class Scholarship, Top 20%)
  • 2021 Fall — Outstanding Student of SNNU (Third-class Scholarship, Top 20%)