Founding Data Engineer @ Aspire 🇸🇬

I’m the Founding Data Engineer at Aspire (aspireapp.com), focused on designing reliable, scalable, and cost-efficient data platforms. I write about data engineering, cloud architecture, analytics, AI, and cost optimization, sharing the real-world trade-offs behind systems teams can trust.