Highlights
- AI-assisted categorization and merchant detection.
- Internal-transfer and duplicate detection across accounts.
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Fintech Prototype
Bank Statement Analyzer
Multi-account bank-statement import and analysis with AI categorization and transfer detection.
The problem
Reconciling transactions across multiple bank accounts by hand is slow and error-prone, especially spotting internal transfers and duplicates.
The solution
An importer and analytics tool with AI-assisted expense categorization, duplicate/clone detection, internal-transfer reconciliation, month-by-month income/expense/profit analytics, and an admin panel for account mapping.
My role
Sole builder — import pipeline, categorization heuristics, data model and admin tooling.
Status & timeline
Prototype Production-leaning, 560+ commits
ReactTypeScriptSupabaseRow Level SecurityTanStack QueryRecharts
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