Mujtaba Ayub

about me

Building decision-support tools, enabling operational improvement.

Consistently part of teams tasked with answering contentious, time-sensitive, and business-critical questions.

Working in Strategy, Insights, and Analytics across Technology, Media, and Consumer Goods. INSEAD alum. APAC, MENA, Pakistan.

Drawn to strategy, consumer insights, artificial intelligence, economic uplift, and social impact.

what that looks like in practice

Consumer Modelling & Market Insights

Positioning, price-pack architecture, and assortment.

PPA · segmentation · needstates

Strategy & Operational Improvement

Market entry, growth, and the models behind the call.

business cases · modelling

Purpose-Built AI & Insights Tools

Pipelines to executive views; NLP and LLM systems built solo.

SQL · Tableau · Python · NLP

built at

Riot GamesMondelēzMcDonald'sPfizerNielsen

off the clock

Short fiction, long runs, nature and the great outdoors.