Summary

Systems-oriented leader across product operations, marketplace architecture, and business intelligence. Delivered €1.5M+ in quantified impact by engineering data-driven solutions for pricing, inventory, and fulfillment. Specializes in AI-augmented workflows and logic-prototyping to turn complex operational friction into scalable revenue and enhanced customer experience.

Experience

Commercial PMO — ZALORA Group

Apr 2025 – Present
  • Designed and deployed a unified regional operating model for seller onboarding across 6 markets, consolidating fragmented workflows into a single global system to eliminate operational friction.
  • Engineered data-driven frameworks to analyze cross-border route eligibility and inventory constraints, optimizing stock readiness and assortment coverage.
  • Directed commercial feasibility studies and logic-modeling for multi-warehouse fulfillment initiatives, projecting €300K ARR (~10% growth).
  • Leveraged AI-driven logic-prototyping (Python/LLMs) to accelerate the design and iteration of internal business rules and automated tagging systems.

Operations Manager — ZALORA Group

Oct 2024 – Apr 2025
  • Modeled margin sensitivity and redesigned marketplace fee structures, delivering a projected €200K annual revenue uplift.
  • Integrated a third-party AI chatbot into seller support workflows via Intercom, achieving 68% ticket deflection and 24/7 autonomous coverage.
  • Managed 3 direct reports within an 8-person cross-functional operating group, coordinating operational changes across marketplace, payments, and support teams across regions.

Associate Project Manager — ZALORA Group

Nov 2022 – Sep 2024
  • Diagnosed logistics subsidy leakage via SKU and lane-level analysis and redesigned shipping fee models, reducing costs by €520K annually.
  • Designed and architected the logic for a fraud-resistant, cashless return system, migrating return logistics to an automated chargeback workflow.
  • Analyzed pricing, inventory, and logistics data using SQL, Python, Tableau, Looker, and Excel to support logistics and warehouse performance decisions.

Graduate Management Trainee — ZALORA Group

Nov 2021 – Oct 2022
  • Coordinated the Indonesia rollout of an exchange feature, converting ~15% of returns into exchanges and preserving €695K in revenue.
  • Synthesized NPS scores and customer feedback into actionable insights, informing short and long-term improvements to marketplace and support workflows.

Product Operations — Paxel

Jan 2020 – Oct 2021
  • Designed the logic-architecture for a new nationwide routing engine, partnering with engineering to deliver a 60% reduction in activation lead time (5 days → 2 days).
  • Optimized a 130-node logistics network via capacity and throughput modeling, achieving hub relocation payback in under one year.

Education & Certifications

B.S.E. Industrial & Operations Engineering (Cum Laude)

University of Michigan — Ann Arbor

Six Sigma Green Belt — Certification No. 2558-18401

Institute of Industrial and Systems Engineers

Google Project Management Professional Certificate

Google

Tools & Methods

SQL (Advanced)PythonTableau & LookerExcel ModelingLean Six Sigma (DMAIC)BRD / PRD DevelopmentWorkflow AutomationIntercom / Freshdesk

Case Studies

Selected platform initiatives with measurable impact across revenue, cost structure, automation, and multi-market operations.

View Case Studies