Whether I'm leading operations quality analysts, designing mentorship programs, or translating technical information into engaging content, my work centers on one goal: helping people navigate complexity with clarity.
I'm currently a Quality Team Lead at TELUS Digital, leading Quality Analysts across data annotation, model evaluation, and content moderation projects. My role goes beyond quality assurance. I design systems that help teams learn, collaborate, and decide well.
Before that, I spent three years as a freelance content writer and marketing specialist, building content strategies for organizations across Asia, North America, and Australia. That experience shapes how I communicate insights and build documentation people actually use.
Today, my work sits at the intersection of quality operations, knowledge management, and strategic communication. I build processes that help people and organizations perform at their best.
Studying Development Communication taught me that communication isn't just exchanging information. It's helping people understand, decide, and create meaningful change.
That mindset shaped my early career in content marketing, translating technical topics into engaging articles and building strategies that connected organizations with diverse audiences.
Moving into Quality Operations, I found those same skills applied far beyond marketing: clear documentation, thoughtful coaching, structured reporting, and knowledge sharing all shape how people perform, collaborate, and grow.
Today, I combine analytical thinking with communication to design systems that strengthen both performance and the people behind it.
Sustainable improvement rarely comes from asking people to work harder. It comes from creating systems that help them work smarter.
Whether it's a mentorship framework, a reporting dashboard, an onboarding program, or a knowledge base, I believe great systems should:
That's the philosophy I bring to every project I lead.
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'm drawn to lifelong learning, AI and emerging technologies, science communication, and better ways to organize information. Whether refining a framework or researching a new topic, I enjoy understanding how complex systems work and making them simpler for others.
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.