I will create a flood risk and susceptibility map using gis and machine learning

Pakistan

I speak Urdu, Punjabi, English

AI Developer, Geophysicist, Python, GIS, Remote Sensing

Hi, I’m Umar Bilal, Geophysicist & Certified AI Developer. I bring 13+ years of international experience (UAE, Germany, KSA) and I'm the Founder of Eight Pillars Consultancy. I build AI-driven geospat...
About this Gig

Need to know which areas are at risk of flooding?


I build flood susceptibility maps using satellite DEM data, river networks, and machine learning. My UAE flood model achieved 99.5% accuracy (AUC 1.00) trained on SRTM/Copernicus DEM and OpenStreetMap data.


WHAT YOU GET:

Flood susceptibility map (PNG + GeoTIFF)

Risk classification low / medium / high / very high

Feature importance analysis (which terrain factors drive risk)

Random Forest model with 5-fold cross-validation

Methodology report for planning or regulatory use


TERRAIN FEATURES I USE:

Elevation, slope, aspect, curvature

Distance-to-river, Topographic Wetness Index (TWI)


TYPICAL USES:

Urban planning and land development

Insurance property screening

Climate adaptation strategy

Disaster preparedness and response


BACKGROUND:

M.Sc. Geophysics, 13+ years international experience. Certified AI Developer (PIAIC). I've built production geospatial tools for real clients, including a UAE-wide flood susceptibility system.


HOW IT WORKS:

Send me your area of interest and I'll reply within 12 hours with a clear scope, timeline, and recommended package.


Let's map your flood risk.

Technology:

Excel

•

Jupyter Notebook

•

Pandas

•

Streamlit

Analysis type:

Quantitative analysis

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Impact analysis

Expertise:

Algorithms

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Prediction

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Forecasting

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Probability

•

Math

Programming language:

Python

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