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Case study

FinTechConfidential

Luci — Credit card rewards platform

AI-assisted platform that helps maximize credit card rewards from spending patterns — recommendations and financial analytics.

Luci credit card rewards platform interface

Challenge

Cardholders struggle to match spend to the right rewards programs without opaque advice.

Solution

React frontend with Python ML services, Plaid-connected financial data, PostgreSQL, and AWS infrastructure.

Technology

Stack for this engagement

  • React
  • Python
  • Machine Learning
  • Plaid API
  • PostgreSQL
  • AWS

Outcome

What shipped

Users get personalized card recommendations grounded in their spending patterns.

Timeline: Platform build with iterative ML and data integrations.

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