Prior results

Thirty days to eight. Six and seven figure savings.

These aren't AI case studies, Connect the Dots Advisory is new. They're the finance transformation results I delivered before I started this practice, the same rigor I now bring to every AI engagement.
Zalora

Month-end close cut from thirty days toeight

I led the redesign of the close process itself before automating any part of it: clarifying ownership, cutting redundant reconciliations, and rebuilding the close calendar around the steps that actually determined the critical path. Automation came last, applied only to the steps the new process still needed.

De Beers & Zalora

Six and seven figure cost savings in procurement and cost control

Running cost control across consumer goods and e-commerce operations, I identified and closed spend leaks in vendor management and budget tracking, savings I had to defend to finance leadership and, ultimately, to the audit committee.

Unilever

FP&A and controllership across a global consumer goods business

Early career grounding in the discipline that shapes everything I do now: forecasting, budgeting, and management reporting inside a business with real scale and real controls scrutiny.

Revantage (Blackstone Real Estate)

Finance transformation inside a private equity real estate platform

Worked finance transformation inside a PE-backed real estate operating platform, where reporting accuracy and audit readiness carried direct weight with institutional investors.

Credentials

Chartered Accountant, Singapore.

In 2025 I completed the ISCA-SAC Board of Directors Masterclass, because I wanted to be able to sit in a board's conversation about AI risk and governance, not just its conversation about workflow speed. I've also spoken publicly on finance transformation and served as club president through Toastmasters, which is where the plain, direct way I write and talk about this work comes from.

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