Projects

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Selected work from solution architecture, workflow design, data analysis, and customer-facing product operations.

Azure Lakehouse Architecture | Johnson & Johnson

Problem

The Medical Device Department needed a secure way to communicate streaming and historical data requirements within an Azure-based enterprise data platform context.

What I Designed
  • Supported the design and delivery of a network-focused Azure Lakehouse architecture diagram
  • Translated data requirements into secure connectivity, access-boundary, and RBAC considerations
  • Aligned architecture communication with internal cloud and security standards
Trade-offs

Balanced business readability with the level of technical detail needed for cloud, network, and security stakeholders.

Output / Impact

Created clearer solution architecture materials that helped cross-functional teams discuss enterprise data platform design with shared context.

Document Management & Issue-Tracking Workflow | Johnson & Johnson

Problem

Internal documents and recurring issues were difficult to categorise, track, and reuse across departments.

What I Designed
  • Developed an internal document management workflow using SharePoint and Power Apps
  • Improved document categorisation and recurring issue visibility
  • Supported cross-department knowledge sharing through clearer workflow structure
Trade-offs

Kept the workflow practical and easy to adopt while still improving structure, visibility, and repeatability.

Output / Impact

Improved internal workflow clarity and made recurring operational knowledge easier for teams to find and reuse.

WeChat Mini-Program & Customer Operations | Tada Coffee & Bistro

Problem

A new consumer-facing business needed smoother ordering, booking, payment, and customer engagement workflows.

What I Designed
  • Built and operated a 0-1 consumer-facing business
  • Supported the launch of a WeChat mini-program for ordering, booking, and payment journeys
  • A/B tested digital flows and used customer behaviour data to improve service processes
Trade-offs

Balanced customer experience improvements with the operational realities of running an offline and online business at the same time.

Output / Impact

Increased online conversion by 10% and built reports across 1,500+ WeChat community members to support forecasting and event planning.

Operational Dashboards | Only Education

Problem

Campus operations needed clearer weekly and monthly visibility into enrolment, renewals, refunds, attendance, revenue, and course consumption.

What I Designed
  • Built Excel dashboards for operational and campus performance reporting
  • Used SQL and Excel to analyse user behaviour, retention, and operational trends
  • Presented findings through PowerPoint reports for management and cross-functional teams
Trade-offs

Focused on dashboards and reports that were easy for non-technical stakeholders to understand and act on.

Output / Impact

Helped management identify process and efficiency improvement opportunities through clearer operational reporting.

Next
A small AI demo, Decision Risk Analyzer, will be added to show how AI can support product decision-making and risk review.