Localisation manager and systems architect specialising in localisation strategy, large-scale localisation projects, and enterprise Translation Management Systems (TMS).

Designs and leads automation-first, AI-augmented localisation systems that reduce cost, increase velocity, and scale reliably across global organisations.

Independent researcher specialising in long-horizon LLM work, exploring and writing about High-Coherence Interaction States in Human-LLM dyads.