Apple
Siri QA and localisation operations across multilingual, quality-critical workflows.
Independent software, product operations, and digital technology
I build software with a bias toward clarity, execution, and systems that hold up under real use. My background spans Siri localisation at Apple, digital development work at ADB, AI platform and product operations at Flexibits, multi-country operations at Shell, and self-directed products built from the ground up.
Background
Siri QA and localisation operations across multilingual, quality-critical workflows.
ICT4D and digital inclusion support across developing member countries and sovereign operations contexts.
AI platforms and product operations across engineering, support, QA, finance, and delivery systems.
Multi-country operations delivery with strong emphasis on reporting, controls, planning, and service quality.
Products
EU bank sync for Actual Budget. Self-hosted, open source, and built around trust, automation, and low-friction setup.
Bank transactions inside Notion. Self-hosted and designed to route financial data into a workflow people already use, including AI-assisted research and operating systems.