I build systems that help people navigate complexity with clarity.
As a Quality Team Lead at TELUS Digital, I support AI quality operations across data annotation, model evaluation, and content moderation projects. Beyond maintaining quality standards, I design systems that help teams learn, collaborate, and make better decisions.
Before moving into quality, I spent three years as a freelance content writer and marketing specialist, developing content strategies for organizations across Asia, North America, and Australia. That experience shaped the way I communicate complex ideas and create documentation people actually use.
Today, my work brings together quality operations, knowledge management, and strategic communication to build scalable systems that help both people and organizations perform at their best.
Development Communication taught me to think beyond the message. The real challenge is helping people understand complexity, make informed decisions, and turn knowledge into action.
I carried that perspective into content marketing, where I translated complex topics into accessible content and developed communication strategies for organizations across Asia, North America, and Australia.
Quality expanded that same idea into a different setting. Documentation, coaching, reporting, and knowledge management all shape how teams learn, collaborate, and perform. The work changed, but the principle stayed the same.
My work now brings together quality operations, knowledge management, and strategic communication to build systems that help people perform with greater clarity, consistency, and confidence.
Sustainable improvement rarely comes from asking people to work harder. It comes from creating systems that help them work smarter.
My approach is guided by a few simple principles:
Every project I lead is built on these principles.
Leading QA teams through process improvement, coaching, reporting systems, root cause analysis, and implementing improvements that drive operational performance.
Building documentation, learning resources, mentorship frameworks, onboarding experiences, and scalable systems that preserve team knowledge.
Helping organizations communicate complex ideas through technical writing, content strategy, science communication, and marketing.
Leading Quality Analysts across AI data annotation, model evaluation, and content moderation projects while driving quality systems, operational improvements, and people development initiatives.
Recognized as a top-performing analyst while developing reporting systems, knowledge bases, and operational tools that improved quality consistency and onboarding.
Partnered with organizations across technology, finance, manufacturing, music, and sustainability to deliver SEO content, communication strategies, and digital marketing initiatives.
Outside of work, I enjoy learning for the sake of learning. Science communication, knowledge organization, and systems thinking are interests that extend beyond my career and continue to shape how I approach both work and everyday life.
I'm always interested in opportunities where operational excellence, continuous improvement, and strategic communication intersect. If you're building teams, designing systems, or solving complex operational challenges, I'd love to connect.