Vodafone Group
Product Lead / Enterprise AIProduct direction for AI-augmented workforce and knowledge workflows in network operations: discovery, adoption, agent governance and real decisions.
Product direction for AI-augmented workforce and knowledge workflows in network operations: discovery, adoption, agent governance and real decisions.
Led a consumer mobile product at 16M monthly active users, with responsibility across experience, growth, engagement and monetisation.
From prototype to reality: Needle for music discovery, SMTHNG for scented candles, Numeral Crypt for play.
Three kinds of product problems. The same instinct: understand the real friction and turn it into something useful.
A music discovery problem I cared enough to build a working answer to.
Growth, monetisation and daily experience at the scale of millions.
Knowledge and agent experiences that help operational teams make better decisions.
Understand the customer. Make the trade-off explicit. Ship with a reason. Measure what changed.
Done is better than perfect — provided we keep learning.
For product challenges, new ideas or an interesting conversation.
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