About
Muhammad Ali created and maintains AurorIQ, an independent educational project for exploring how people think, learn and work. The aim is to make short assessments useful through clear explanations, practical reflection and visible limits.
Role at AurorIQ
As founder and developer, Muhammad Ali is responsible for the product and its ongoing maintenance, including how its assessment implementations, scoring explanations and educational content are published. AurorIQ uses AI assistance in development and editing; this is disclosed in the editorial policy. A named owner is an accountability route, not evidence of clinical expertise.
Approach
The project separates published research, its own implementation choices and model-based interpretation. Readers can inspect the methodology and client-side scoring code, follow sources, and question a conclusion. Useful raw results and an honest limitation are preferable to an impressive but unsupported ranking.
Project scope and qualifications
This profile identifies a founder and developer; it does not claim psychology or medical credentials, professional peer review, or affiliation with a university. AurorIQ is not a clinical psychology practice or a substitute for professionally administered assessment. Its research references do not establish validation of its own tests.
Contact and corrections
Send methodology questions, factual corrections, ambiguous items or accessibility problems to contact@auroriq.com. Include the page and a description of the issue, without unnecessary personal information. See how corrections are handled and the methodology change record.