Ecommerce · Digital Marketing · AI & Tools
Learning, Building & Sharing.
I’m Michelle, a Malaysia-based digital creator sharing practical lessons from ecommerce, digital marketing, and AI tools.
Ecommerce & digital work since 2015
Malaysia
Journal
Latest articles
How I Decide Whether a Repetitive Task Needs AI, Automation—or Neither
With so many AI and automation tools available right now, it’s tempting to start every repetitive task the same way: which tool…
What Customer Questions Can Teach You About Your Product Pages
But the answer is already on the product page. That’s usually the first reaction when the same customer question keeps showing up.…
Three connected categories
Choose where to begin
Ecommerce
Product listings, customer journeys, marketplaces, and the everyday decisions behind an online shopping experience.
Digital Marketing
Content, search, personal branding, and how people discover and connect with digital work.
AI & Tools
Practical applications, workflow experiments, and a closer look at where a tool helps and where it falls short.
About Michelle
Learning through the work.
I’m Michelle, a Malaysia-based ecommerce and digital marketing practitioner. Since 2015, I’ve worked across marketplaces, websites, product listings, SEO, campaigns, customer service, and the systems behind everyday digital work.
Here, I document practical lessons, ongoing experiments, and how AI and automation may improve the way we work—without assuming every problem needs a new tool.