Three sectors. One operational discipline. Measured results.
Oil & gas, financial services, F&B — each with different constraints, each improved by the same systems-first approach. Fifteen years of operations built from the inside.
Built and run at scale — not observed.
Upstream and midstream operations at field scale
Led process optimization across extraction, transport, and refining operations. Reduced unplanned downtime by 31% over 24 months through constraint-mapping and systematic maintenance redesign.
Managed cross-functional teams of 80+ across two jurisdictions. Delivered $14M in annualized operating cost reductions across a three-year engagement.
Back-office operations under regulatory constraint
Redesigned settlement and reconciliation workflows for a regional bank, cutting processing cycle time by 44% while maintaining full MAS compliance. Scope covered four product lines and 120 staff.
Introduced a bottleneck-first diagnostic framework now embedded in the institution's standard operating procedures.
Supply chain and production throughput at volume
Overhauled cold-chain logistics and production scheduling for a mid-market F&B group, raising on-time delivery from 71% to 94% within 18 months across six distribution nodes.
Identified and eliminated three redundant approval layers, compressing order-to-ship lead time by 38% without additional headcount.
Numbers that cleared the margin.
$14M
31%
44%
94%
Faster settlement cycle time in financial services, within full regulatory compliance across four product lines.
Annualized cost reduction delivered across oil & gas operations over a three-year engagement.
Reduction in unplanned equipment downtime through constraint-mapping and maintenance redesign.
On-time delivery rate achieved in F&B supply chain, up from 71%, across six distribution nodes.
Engineering method, not engineering background.
B.Eng. Mechanical Engineering — the discipline that treats every operation as a system with inputs, outputs, and failure modes. That lens applies equally to a refinery, a clearing process, and a cold-chain network.
Postgraduate studies in operations management supplemented the engineering core with financial modeling, supply chain theory, and organizational design — the full toolkit for multi-sector advisory work.