Python client for the YouGov BrandIndex API. Query brand perception metrics, sentiment scores, and consumer awareness data with timeline and multi-brand support.

8-dimensional brand perception framework. AI-implementable prompt toolkit + YAML templates. Demonstrated across 5 brands.

Enterprise-grade consumer sentiment discovery engine: ingest multi-platform data, extract themes, score evidence, and generate client-ready DOCX reports.

Analyzing and discovering the common standard features shared by various tech gadgets from Top brands namely Apple, Samsumg, Xiaomi, Vivo, Oppo and other popularly known brands

Research papers on Spectral Brand Theory: a multi-dimensional framework for brand perception, AI-mediated brand measurement, and the geometry of observer cohorts. Mathematical foundations, empirical studies, and methodology papers.