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ShengyaZhang/README.md

Hi there! 👋 I'm Shengya Zhang

  • 🎓 PhD Student in Computer Science | University of Minnesota Twin Cities
  • 🔬 Research Focus:Spatial Data Mining, GIS, Spatial Computing, Spatial Database Systems
  • 👨‍🏫 Teaching Assistant:
    • CSCI5715 From GPS, Google Maps, and Uber to Spatial Data Science
    • CSCI5801 Software Engineering I
    • CSCI5708 Architecture and Implementation of Database Management Systems

🔭 Current Research

I'm working on the AI-Leaf Project under Prof. Shashi Shekhar, developing surrogate models using spatial neural networks for ecological predictions. My research focuses on:

  • 🌍 Spatial Data Mining
  • 🗺️ Geographic Information Systems (GIS)
  • 🌱 Environmental Modeling & Prediction
  • 📊 Spatial Database Systems

📝 Recent Publications

  • "Towards Surrogate Models with Hybrid Spatial Neural Networks"
    SIGSPATIAL GeoSIM Workshop, 2025

🛠️ Technical Skills

Languages & Tools:
Python SQL C++

Frameworks & Libraries:
PyTorch • TensorFlow • NumPy • Pandas • Scikit-learn • ArcGIS • QGIS

Databases:
Oracle Spatial • PostgreSQL/PostGIS • MongoDB

🎯 Interests

  • 🧗‍♀️ Rock Climbing
  • 🩰 Dance
  • 📚 Reading
  • 🧶 Knitting

📫 Connect With Me

💡 "Building intelligent systems to understand and predict spatial patterns in our environment"

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  1. ShengyaZhang.github.io ShengyaZhang.github.io Public

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