About

I turn complex business problems into scalable digital products.

My experience spans strategy, business process re-engineering, product ownership, AI implementation, and full-stack delivery. Across transportation, logistics, public sector, healthcare, aviation and defence, I have led initiatives that improve operational performance, reduce costs, and reshape how organisations work.

Journey

A career across industries

Engineering foundations, cloud, operations and product — woven into a transformation practice.

  1. ST Logistics Pte Ltd

    Dec 2022 – Present
    Manager, Strategy & Transformation | Lead Product Manager – AI & Enterprise Platforms

    Senior Programme Manager governing 6 SPARK programmes (BDX, SCE, CX, CP, Support, and Others) across 6 workstreams and 75+ tracked initiatives — 19 delivered on or ahead of plan, 0 at risk. Reporting to the Head of Strategy & Transformation, proposed and shaped the programme structure, roadmap cadence and delivery governance for an expanding transformation portfolio. Delivered SGD 3M+ projected savings and SGD 400K+ cost avoidance while keeping software spend lean at about SGD 1K per module per month.

  2. Johnson & Johnson

    May 2022 – Dec 2022
    Category Associate Manager

    Built the commercial rigour behind regional procurement — modelling freight economics, leading supplier negotiations, and structuring the analytical frameworks that turned cost leakage into hard savings.

  3. Amazon Web Services (AWS)

    Jun 2021 – May 2022
    Supply Chain Manager

    Worked in a high-velocity operations environment across APAC supply chain planning, network reliability and partner performance. Designed performance analytics systems, translated operational signals into action plans, and partnered with regional and global stakeholders to improve execution. The experience sharpened my ability to diagnose constraints quickly, separate symptoms from root causes, and align teams around practical interventions.

  4. SMRT Trains Ltd

    Jul 2018 – Jun 2021
    Engineering & Management Associate, Senior Executive

    Built breadth across finance, planning, development and rail operations: led financial modelling for fare and revenue work, supported planning and business development initiatives, and built analytics infrastructure that improved operational visibility. Working across engineering, commercial and operational stakeholders taught me how to enter complex environments, understand the incentives behind each function, and identify the real problem beneath the surface request.

  5. Rolls-Royce PLC

    Mar 2017 – Sep 2017
    Customer Management Graduate, VP Coordinator

    A formative rotation across commercial, engineering, and customer operations in APAC — learning how world-class organisations manage complexity, relationships, and precision at the same time.

Capabilities

What I bring to the table

Digital Transformation

Enterprise-wide transformation from strategy and operating model design through execution and adoption.

Product Management

End-to-end product ownership — discovery, roadmap, backlog, ship/kill decisions and outcome metrics.

AI & Automation

Generative AI, computer vision, agentic workflows and automation strategy at enterprise scale.

Data & Analytics

SQL, Tableau, Power BI, Microsoft Fabric — from data products to executive decision dashboards.

Business Process Re-engineering

Workflow redesign, operating model transformation and digital capability embedding.

Programme & Portfolio Management

Multi-workstream delivery, business case development, governance and stakeholder alignment.

Supply Chain

Forecasting, inventory optimisation, resilience planning and procurement transformation.

Change Management

Stakeholder engagement, training, rollout strategy and sustained adoption initiatives.

Microsoft Power Platform

Power Apps, Power Automate, Dataverse — rapid low-code enterprise capability delivery.

Software Development

Python, C++, HTML/CSS/JavaScript — full-stack delivery staying close to the craft.