Work in Action.

Technical walkthroughs and interactive demos. Real problems, real data, real solutions.

Notebook

Spectral Classification

CNN vs Random Forest on hyperspectral satellite imagery. Full walkthrough from raw data to classified output using the Indian Pines dataset.

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Tool

GeLi Navigator

Geospatial data license checker. Look up licenses in plain language, check dataset compatibility, and generate proper attribution text. Free, no signup.

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