Supratim Banik

Researcher at London

London, England, United Kingdom
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Summary

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Supratim Banik is a geospatial researcher and product engineer based in London with six years of professional experience applying GeoAI, spatial statistics, and agent-based modeling to urban planning and smart cities. He has blended academic training from UCL, UPenn and IIT Kharagpur with product work at Esri, where he contributed data science notebooks for the widely used ArcGIS Python API and led spatial analyses such as NYC Airbnb growth and temperature forecasting. Comfortable across R, Python, JavaScript and GIS stacks (ArcGIS, QGIS, Leaflet), he builds end-to-end workflows from data ingestion and privacy-conscious PII handling to model development and visualization. His background spans consultancy for public agencies and research fellowships, giving him a pragmatic sense of policy and deployment constraints in city-scale projects. Notably, he pairs classical spatial interaction and network modeling with modern computer vision and LLM toolchains to create actionable insights for urban decision-making.
code6 years of coding experience
job7 years of employment as a software developer
bookMS Spatial Analytics, MS Spatial Analytics at University of Pennsylvania
bookB.Arch Architecture, B.Arch Architecture at Jadavpur University
bookMCP City Planning, MCP City Planning at Indian Institute of Technology, Kharagpur
bookUniversity College London
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Github Skills (14)

pandas10
machine-learning10
time-series10
arcgis10
python10
jupyter10
data-science10
data-analysis10
data-visualisation9
data-visualization9
spatial-data-analysis9
data-visualizations9
scikit8
scikit-learn8

Programming languages (1)

Python

Github contributions (2)

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Esri/arcgis-python-api

Oct 2019 - Jul 2021

Documentation and samples for ArcGIS API for Python
Role in this project:
userData Scientist
Contributions:34 reviews, 5 commits, 32 PRs in 1 year 10 months
Contributions summary:Supratim handled PII (Personally Identifiable Information) across multiple commits. The primary focus of the user's work involved analyzing Airbnb properties, specifically in New York City, and identifying factors influencing their growth and spatial distribution. This included data analysis, model building, and result visualization using Jupyter notebooks. The user also worked on a temperature forecast using time series data.
apiarcgispythonjupyterlab-extensiondata-science
Documentation and samples for ArcGIS API for Python
Contributions:80 pushes, 21 branches in 5 years 7 months
apipythonarcgisarcgis-apiesri
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Supratim Banik - Researcher at London