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fmorenog/README.md

Fabián Moreno Garza

Spatial Data Science · Urban Analytics · GIS

MSc Urban Analytics, University of Glasgow · BArch, Tecnológico de Monterrey

I use spatial data, Python and GIS to study urban and regional problems. My recent work has examined neighbourhood deprivation change, public transport reliability, urban environmental conditions and travel behaviour, using methods ranging from spatial statistics and GIS to machine learning.

Before specialising in urban analytics, I worked in data consultancy and business systems across retail, healthcare, manufacturing and environmental engineering.

What I work with

Spatial & GIS: ArcGIS Pro · GeoPandas · PySAL · Shapely · QGIS (developing) Python & Data: Python · Pandas · scikit-learn · DuckDB · SQL Visualisation: Tableau · Power BI Workflow: Git · GitHub

Featured projects

🏙️ Predicting Neighbourhood Deprivation Change in Glasgow

Investigating whether neighbourhood deprivation change across Glasgow's 746 data zones can be predicted from socioeconomic, housing and built-environment characteristics. The project uses spatial statistics, machine learning and geographically separated model validation to examine how well predictive models generalise across the city.

🚌 Bus Headway & Reliability Analysis — Manchester

Analysis of approximately 310,000 GTFS-Realtime vehicle-position records along Manchester's Oxford Road/Wilmslow Road corridor, examining how bus performance and reliability vary spatially along the route.

🌫️ PM2.5 Prediction with Graph Neural Networks — London

Graph-based modelling of PM2.5 air pollution across 25,053 London Output Areas using GraphSAGE, PyTorch Geometric and a KNN spatial graph constructed from neighbourhood relationships and census characteristics.

Get in touch

📧 fabian.morenog@gmail.com 💼 LinkedIn 🌐 Portfolio

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  1. Fabian-Moreno Fabian-Moreno Public

    About me

  2. glasgow-neighbourhood-decline-msc glasgow-neighbourhood-decline-msc Public

    Predicting neighbourhood deprivation change across Glasgow

    Jupyter Notebook

  3. urban-heat-risk-glasgow-msc urban-heat-risk-glasgow-msc Public

    Urban heat-risk analysis using LiDAR-derived built form, socioeconomic deprivation, and access to cooling infrastructure · ArcGIS Pro · raster & spatial analysis

  4. eyes-on-the-street-urban-safety-msc eyes-on-the-street-urban-safety-msc Public

    Testing Jane Jacobs' natural surveillance thesis across Glasgow's 746 Data Zones

    HTML

  5. citibike-trip-classification-msc citibike-trip-classification-msc Public

    Classifying NYC Citi Bike trips as commuter or recreational using spatial and temporal features

    Jupyter Notebook

  6. bus-headway-analysis-manchester-msc bus-headway-analysis-manchester-msc Public

    Real-time analysis of 310,000+ bus position records along Manchester's Oxford Road corridor