Selected projects with the full context behind them.
APP STORE SHIPPED, PROTOTYPE-TO-PRODUCT, IOS PRODUCT, LAYOUT-PRESERVED TRANSLATION
App Store-published iOS AI menu translation product built for real travel scenarios. I took it from a course project into a shipped, multi-region, cost-conscious system with OCR, streaming translation, and layout-preserving overlays.
App Store
Shipped
−38%
OCR Pipeline
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FINANCIAL OPERATIONS SYSTEM, LEGACY WORKFLOW MIGRATION, DATA INTEGRITY, OPERATIONAL USE
Internal financial operations system that turns paper records, inconsistent Excel files, and memory-driven contract work into a contract-centered product. I built data migration, payout and renewal modeling, reporting, and recovery capabilities so the system could gradually take over daily work.
In Use
Operation
Parallel
Rollout
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MULTI-ROLE WORKFLOW, PRODUCT OWNERSHIP, TEAM LEADERSHIP, CLIENT-FACING DELIVERY
Oral assessment administration system where I worked as Product Owner and led the core multi-role scheduling workflow. I owned requirement structuring, the most complex admin-examiner-student flow, and later refactoring and integration of the central scheduling page in a 12-person team.
12-person
Team Context
PO + FE
Ownership
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LMS, MARKETPLACE PAYMENTS, STRIPE CONNECT, ROLE BASED ACCESS CONTROL
Client-facing marketplace LMS project built with a Canadian partner. I owned the platform's critical transaction flow: instructor payout onboarding, Stripe Connect payments, and payment-confirmed course access control.
Live Client
Context
Stripe Connect
Payments
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