- 📚 I completed MSc in Urban Data Science and Analytics at the University of Leeds.
- 🏢 I worked for an engineering consultancy firm as a transportation engineer for over five years.
- 🌏 Geospatial analysis and Location Intelligence
- 🚃 Mobility analysis
- 📷 Image analysis
- Master's Dissertation: "Automated building/property age estimation using image analysis on historical maps"
- Spatial Composite Indexing: "Public Bus Service Improvement for Primary School Travels in Norfolk County, UK"
- Time-series Analysis (SARIMA): "Post-Pandemic Air Passenger Travel Forecast"
- Sentiment Analysis and Predictive Modelling: "In-depth Analysis of Airbnb Dataset"
- Generative AI: "Extracting Key Information about Child Labour from News Articles using ChatGPT API"
- PostgreSQL: "Descriptive Analysis integrating PostgreSQL and Python"
- Geodemographic Analysis (SPSS and QGIS): "Identifying Priority Areas for Life Insurance Campaign"
- Python
- QGIS
- PostgreSQL
- Tableau
- SPSS
- PTV VISSIM (Microscopic traffic simulation software)
- Microsoft Access and Excel (including VBA)
- Data manipulation (Pandas, NumPy)
- Geospatial data processing and analysis (GDAL, GeoPandas)
- Network analysis (OSMnx, GTFS)
- Predictive and statistical analysis (regression, temporal analysis, A/B testing)
- Machine learning (Clustering)
- Image processing and analysis (OpenCV, Rasterio, PyTorch: Mask R-CNN)
- Visualisation (Matplotlib, Seaborn, Plotly, and Folium)
