I transform complex satellite and spatial data into clear, decision-ready insights through intelligent maps, predictive models and interactive systems — so your team can act with confidence, not guesswork.
My foundation in geophysics taught me how to interrogate the earth through data. My ongoing MS in Remote Sensing & GIS sharpened how I model it. And my work in AI and Web GIS lets me translate that understanding into systems organizations can actually use.
I've worked across urban systems, energy and environmental data workflows — designing analyses, models and interactive tools that move teams from uncertainty to decision.
An entrepreneurial background gives me a systems-thinking lens: I don't just build maps, I build the decision architecture around them.
Download CVEach capability is engineered to move you closer to action — not just analysis.
From hydrothermal gold zone mapping to urban accessibility analysis — turning raw satellite and terrain data into ranked spatial outputs that reduce uncertainty and support real decisions.
Modified ResNet18 trained on EuroSAT Sentinel-2 imagery for multi-class land cover classification. Machine learning applied to spatial problems — not just pattern matching, but decision-grade outputs.
Built a live multi-criteria Urban Accessibility SDSS using Leaflet.js and GeoJSON — interactive, filterable and decision-ready. Tools your team can actually use, not just maps to look at.
Context, problem, approach, decision — the way the work was actually scoped and how it progresses.
GIS-led planning document aimed at creating a lived experience for urban accessibility — finding where the gaps actually are.
View live project →Remote sensing-driven study on identifying high-potential hydrothermal gold zones using spectral analysis and ML classification.
Research project — no live link
Satellite-based land use and land cover classification using EuroSAT dataset with deep learning models and spatial accuracy assessment.
View project details →Spatial hydrological analysis of the Haro River Basin — flow accumulation, watershed delineation and flood-risk zone identification.
View project details →I'm a Geospatial Decision Systems Specialist based in Pakistan, working remotely with organizations worldwide. If you have a basin, a city, or a concession that needs answering — let's talk.