Op2ra
Make everyday financial decisions easier to understand.
The problem
Spending records, card rewards, and financial goals often live in different places. The interesting engineering problem is connecting those inputs to an explanation a person can act on.
The product
Op2ra’s current public site presents spending report cards, purchase checks, and suggestions for the next useful action. The product has evolved from credit-card optimization toward broader financial clarity.
The engineering work
The local rewards application includes a FastAPI and SQLAlchemy backend, a React interface, goal-planning templates, ingestion workers, and a Capacitor mobile shell. Separate newer work explores orchestration and financial workflows. These are evolving codebases, not a claim that every local feature is deployed.
What this demonstrates
End-to-end ownership: turning domain data into structured records, recommendation logic, backend services, and a user-facing product.
Current scope
The live product and local prototypes are at different stages. Visit the current product for available features and pricing. No savings, revenue, or customer-count claims are made here.