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Xinyi Lim

Xinyi Lim

Ex-Product Manager, Masters in Data Science and Analytics

Talent
SingaporeMember since February 25, 2026
Product ManagementData AnalyticsPythonSQLRMicrosoft OfficeTableauLeadershipTeachingEvents OrganisationMachine LearningA/B TestingUser ResearchWireframingFigmaStreamlitD3.jsAzure OpenAIFAISS
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Product ManagementData AnalyticsPythonSQLR

About

Product Manager with 4+ years of experience in e-commerce, CRM, and customer engagement, backed by a strong data analytics foundation and a passion for building community-driven products.

Experience

Senior Product Manager, Product Strategy at Shopee (2019-11 – 2024-03)

Senior Product Manager overseeing product strategy, seller growth initiatives, and cross-functional team management across Southeast Asia and Taiwan operations.

  • Product Strategy (Aug 2023 – Mar 2024): Focus on Seller Growth in increasingly competitive local and cross-border e-commerce landscape. Skills: Marketplace Strategy, Roadmapping, User Research, Competitor Analysis, Proposal Writing.
  • Senior Product Manager (Sep 2022 – Aug 2023): Designed & launched an admin portal to streamline seller management, enhancing operational efficiency across SEA & TW. Skills: SQL, Product Operations, User Interviews, Cross-functional Stakeholder Management (10+ teams).
  • Led the development of a Campaign Portal for local BD teams to manage seller campaigns across SEA & TW. Standardized campaign workflows, reducing reliance on paid platforms (e.g., Salesforce)
  • Product Manager (Nov 2019 – Sep 2022): Launched ML-backed Seller Marketing and Customer Relationship Management tools, dashboards for sellers. Skills: Product Strategy, Roadmapping, Wireframing (Figma), A/B Testing, User Interviews, SQL, Machine Learning (Python).
  • 0-to-1 product development, partnering with a client brand to build a linked membership system, creating a seamless experience for members to accumulate and spend points.

Process and Equipment Engineer at Micron Technology (2018-08 – 2019-11)

Process and Equipment Engineer focused on optimizing manufacturing processes, tool efficiency, and cost savings through data analysis and equipment management.

  • Optimized process recipes, worked with vendors and equipment engineers, and analysed data to enhance tool cleaning efficiency. Achieved a 3x reduction in wafer scraps and minimized part replacements, resulting in ~$2,240,000/year in cost savings in a key project.
  • Monitored and fine-tuned critical inline parameters, diagnosing and resolving tool failures to maintain operational efficiency.
  • Conducted hardware and recipe evaluations to improve profiles and ensure product maturity of above 90% line yield.

Education

Masters of Science in Analytics – Georgia Institute of Technology (2024-01)

Bachelor of Engineering in Chemical Engineering – National University of Singapore (2014-08 – 2018-05)

Skills

Ex-Product ManagerMasters in Data Science and Analytics

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