mapbench

MapBench author profile

Aryan Khan

Founder & Editor of MapBench

Aryan Khan leads MapBench's product direction, editorial standards, methodology review and corrections process. His work focuses on making geographic tools useful for ordinary questions while keeping the calculation method, source data and limitations visible.

Interactive tools
429

Map and geography utilities maintained across MapBench.

Published guides
27

Long-form practical explanations tied to real mapping tasks.

Original studies
11

Reproducible geographic comparisons with stated methods.

What he works on

Tool design and usefulness

MapBench tools are reviewed as practical workflows, not isolated formulas. Inputs, map interaction, outputs, exports and explanatory text are improved together so a user can understand both the answer and how it was produced.

Method and source review

Distance, area, routing, coordinates, elevation, time-zone and file-processing pages are checked against the method implemented in code and the documented upstream dataset or service.

Readable geographic content

Guides are written around real decisions and common mistakes. The aim is to explain enough context for a reader to choose the right tool rather than pad a page to a target word count.

Corrections and limitations

Estimates are labelled as estimates, public boundaries are not presented as legal surveys, and high-stakes use is directed to official or qualified professional sources when appropriate.

How MapBench content is reviewed

A calculated number is not treated as automatically authoritative. Tool pages explain the method behind the result, distinguish estimates from official data, and identify important limits. Original studies state dataset scope and ranking logic so the analysis can be checked instead of treated as a black box.

Selected guides

Long-form MapBench articles edited under Aryan's editorial responsibility.

Original studies

MapBench studies published under Aryan Khan's editorial oversight.

Corrections and contact

If you find a calculation issue, source problem or factual error, email contact@mapbench.site. Technical tool issues can be sent to support@mapbench.site.