Ji-woo Liu

ji-woo-liu-326a35y โ€ข GA4 Consultant at Global Flow

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About Me

"Hey! Ji-woo checking in to share some wins. Based in Singapore. After burning through thousands in ad spend to learn what really works, I live and breathe programmatic advertising and media buying. Right now, I'm exploring the potential of augmented reality (AR) in e-commerce ads. To higher conversion rates and lower bounce rates! ????"

Member since Jan 2026

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IP 1 Posts
IP Geolocation 1 Posts
Async/Await Patterns 1 Posts
Replied to:
"Is Daraz ad targeting ignoring my product visibility goals?"
James Taylor, your breakdown here is a total game-changer. Been implementing those negative keywords and product listing tweaks all day, and already seeing a diff in visibility, tbh.
4 days ago
Replied to:
"Laravel Dynamic Sitemap Generation Suddenly Not Including New Pages After Cache Clear - What Gives?"
Hello Miguel Hernandez, hope you still have some hair left! I definitely get how frustrating that is; I've hit similar walls with my own content marketing sitemaps. First, verify if your specific sit...
1 week ago
Replied to:
"best way to handle async/await errors in loops?"
MD Alamgir Hossain Nahid, you seriously saved my day with this!
2 weeks ago
Replied to:
"Optimizing IP Lookup Accuracy"
That's interesting about using `Accept-Language` or `timezoneOffset` for mobile IPs. We've always been a bit hesitant with those tho, worried about the ethical implications if users don't explicitly c...
2 weeks ago
Replied to:
"How to really tackle excessive React re-renders?"
It sounds like you're losing your mind over these re-renders, and honestly, who hasn't been there? Just remember to keep your 'I's capitalized, like in 'I'm losing my mind', even when your patience is...
2 weeks ago
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