Technical Expertise & Digital Toolkit

Advanced software proficiency and analytical capabilities for urban innovation and research

AI & Machine Learning

  • Machine Learning
    Model training, supervised and unsupervised learning
  • Data Mining
    Pattern discovery and knowledge extraction from large datasets
  • Generative AI
    Building and training generative AI models, prompt engineering
  • Large Language Models (LLMs)
    Working with LLMs, fine-tuning, and application development
  • AI Model Training
    Training neural networks, transfer learning, and model optimization
  • Deep Learning
    Neural networks, computer vision, and natural language processing
  • Ollama
    Running large language models locally, model deployment and inference
  • Hugging Face
    Transformers, pre-trained models, and AI model hub
  • TensorFlow
    Deep learning framework for building and training neural networks
  • PyTorch
    Deep learning framework for research and production
  • scikit-learn
    Machine learning library for classification, regression, and clustering

GIS & Spatial Analysis

  • ArcGIS
    Professional GIS analysis and mapping
  • QGIS
    Open-source GIS analysis and mapping
  • DepthmapX
    Space syntax analysis and urban morphology
  • Construction Maps
    Professional construction and site planning
  • MapInfo
    Professional mapping and spatial analysis

Data Analysis & Research

  • SPSS
    Statistical analysis and data processing
  • NVivo
    Qualitative data analysis and research
  • Tableau
    Data visualisation and business intelligence
  • Microsoft Office Suite
    Word, Excel, PowerPoint - Professional document creation and data management
  • LibreOffice
    Open-source office suite
  • RStudio
    Integrated development environment for R programming
  • ggplot2
    Advanced data visualisation in R
  • Power BI
    Business intelligence and interactive data visualisation
  • Pandas
    Python data manipulation and analysis library
  • NumPy
    Numerical computing library for Python

Development Tools

  • VS Code
    Professional code editing and development
  • PyCharm
    Python IDE for professional development
  • Jupyter Notebook
    Interactive computing and data science environment
  • Cursor
    AI-powered code editor
  • GitHub
    Version control and collaborative development
  • Mermaid
    Code-based diagram and chart generation
  • Git
    Distributed version control system
  • Docker
    Containerisation platform for application deployment
  • Conda/Anaconda
    Python environment and package management for data science
  • Postman
    API development and testing platform
  • Google Colab
    Cloud-based Jupyter notebook environment with free GPU access

Academic Writing & Publishing

  • TeXstudio & LaTeX
    Academic paper formatting and technical documentation
  • Overleaf
    Collaborative LaTeX editor
  • JabRef
    Reference management and bibliography
  • Mendeley
    Reference manager and academic social network
  • Zotero
    Open-source reference management
  • VOSviewer
    Bibliometric network visualisation

Programming Languages

  • Python
    Data analysis, machine learning, and urban analytics
  • JavaScript
    Web development and interactive visualization
  • HTML/CSS
    Web design and responsive layouts
  • MATLAB
    Numerical computing, matrix operations, data analysis, and visualization
  • R
    Statistical analysis and data visualization
  • SQL
    Database management and spatial queries
  • Java
    Object-oriented programming and enterprise applications

Web Development & Databases

  • Flask
    Python web framework for building applications
  • Django
    High-level Python web framework
  • Cloudflare
    Web performance and security services
  • Vercel
    Frontend deployment platform with serverless functions
  • Render
    Cloud platform for deploying web services and databases
  • FastAPI
    Modern, fast Python web framework for building APIs
  • PostgreSQL + PostGIS
    Spatial database for storing and querying geospatial data

Design & Visualisation

  • Adobe Creative Suite
    Photoshop, Illustrator, InDesign, Acrobat - Professional design and document management
  • SketchUp
    3D modelling and architectural visualisation
  • AutoCAD
    Professional CAD design and drafting
  • V-Ray
    High-quality 3D rendering and visualisation
  • Lumion
    Real-time 3D architectural visualisation
  • 3ds Max
    3D modelling, animation, and rendering
  • draw.io
    Diagramming and flowchart creation

Collaboration & Communication

  • Microsoft Teams
    Professional team collaboration
  • Zoom
    Video conferencing and remote collaboration
  • Slack
    Team messaging and workplace collaboration
  • Discord
    Team communication and community building
  • Miro
    Visual collaboration and mind mapping
  • XMind
    Mind mapping and brainstorming
  • Jira
    Agile project management and issue tracking
  • Mindjet MindManager
    Mind mapping and visual project organisation
  • Zoho
    Business productivity and collaboration suite
  • Obsidian
    Knowledge management and note-taking
  • Notion
    All-in-one workspace for notes, tasks, and collaboration

Operating Systems

  • Windows
    Professional Windows system administration
  • macOS
    Professional macOS system administration