Jason D'souza

@jasondsouza23

The tech guy in a room full of geologists

Mumbai, IndiaJoined June 2025

About

As a student geologist with a passion for tech, I love building with code and turning ideas into real-world projects.

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Jason D'souza's blogs

The GIS Toolkit Bloggistoolkit.hashnode.dev4 posts

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Recently published

JDJason D'souzagistoolkit.hashnode.devMay 19 · 7 min read

No-Code Approach to Geospatial Machine Learning

Machine Learning in Python is supposed to be "as simple as it gets." There are thousands of tutorials online. But for a few years, I tried forcing myself to learn it, and it just never clicked. I didn

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JDJason D'souzagistoolkit.hashnode.devSep 1, 2025 · 4 min read

GeoBox: Augmented Reality for Geoscience

One of the first challenges geology students encounter in the classroom is learning how to read a topographic map. With contour lines, a map can transform a flat sheet of paper into a 3D representation of landscapes with rivers, valleys, and mountain...

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JDJason D'souzagistoolkit.hashnode.devJun 22, 2025 · 3 min read

Geological Modelling with LLMs:

A few weeks ago, I came across a fascinating blog article by Meta showcasing the winners of their recently hosted LLamaCon Hackathon. One of the winning projects that stood out involved generating 3D geological models using a combination of Meta AI a...

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JDJason D'souzagistoolkit.hashnode.devJun 15, 2025 · 4 min read

Semi-Automatic Georeferencing: My Approach

Georeferencing is an essential step in transforming scanned maps into usable geospatial data. The Survey of India’s 1:50,000 toposheets remain a valuable source of geographical information. However, most of these sheets are available as scanned raste...

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Jason D'souza

About

Available for

Jason D'souza's blogs

Recently published

No-Code Approach to Geospatial Machine Learning

GeoBox: Augmented Reality for Geoscience

Geological Modelling with LLMs:

Semi-Automatic Georeferencing: My Approach

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Jason D'souza

About

Available for

Jason D'souza's blogs

Recently published

No-Code Approach to Geospatial Machine Learning

GeoBox: Augmented Reality for Geoscience

Geological Modelling with LLMs:

Semi-Automatic Georeferencing: My Approach