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Sylvan-Joel-DDS/README.md

Hi, I'm Sylvan Joel 👋

I'm a data science practitioner based in Nairobi, currently upskilling in Data Science, Machine Learning, Neural Networks, LLMs with AI integration while building toward a niche at the intersection of Urban Design and Data Science (Spatial Data Science)— using data to inform how cities and spaces are planned and built.

  • 🔭 Currently completing a Data Science bootcamp (Python, ML/DL)
  • 🌍 Exploring spatial/geospatial tools to merge urban design with data-driven analysis
  • 🌱 Background in urban design, transitioning skills into data-informed decision-making
  • 📫 Reach me on LinkedIn

🛠️ Data Science & AI Tech Stack

🐍 Programming & Data Wrangling

Python SQL Pandas NumPy Polars

📊 Big Data, Analytics & Visualization

PySpark Plotly Jupyter

🤖 Machine Learning & Deep Learning

Scikit-Learn PyTorch Keras LightGBM

🧠 LLMs, Generative AI & MLOps

Hugging Face LangChain MLflow

🗺️ Spatial Data Science & GIS Analytics (In Progress)

📐 Vector, Spatial Analysis & ESDA

GeoPandas Shapely PySAL OSMnx

📡 Raster & Remote Sensing

Rasterio Xarray

🕸️ Spatial ML & Graph Networks

PyTorch Geometric NetworkX

🗄️ Spatial Databases & Desktop GIS

PostGIS QGIS ArcGIS Pro

🗺️ Interactive Web Mapping & Visualization

Folium Pydeck

Portfolio projects coming soon — currently building out case studies that combine spatial data with predictive modeling for urban planning applications.

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