13+ years sourcing and purchasing — from Singapore's marine industry to supporting family business procurement (-----------). Managed vendor negotiation, price/margin analysis, and order expediting across local and international suppliers, often monitoring shipments around the clock to hit tight, time-critical delivery schedules. That career built real discipline in research, documentation, and independent problem-solving under pressure.
Alongside this, I've built hands-on skills in cryptocurrency trading (since 2020) and AI-assisted development — including building a working trading bot using Claude AI with no prior programming background. I acted as the verification checkpoint throughout: Claude often claimed fixes worked; I tested and pushed back until they genuinely did, giving me real, earned understanding of AI-assisted problem-solving.
I bring a rare mix: over a decade of professional sourcing and logistics discipline, plus current AI and crypto fluency. Reliable, detail-oriented, and comfortable working independently under pressure.
