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P&L Dashboard
Full-stack profit-and-loss dashboard consolidating 44 bank accounts through Tiller with automatic categorization.
Role
Developer (Operations Executive)
Timeline
Apr 2026 – Aug 2026
Context
Patterns LLC, US client
Status
Delivered.
Next.jsTypeScriptTiller
Overview
Full-stack profit-and-loss dashboard consolidating 44 bank accounts through Tiller with automatic categorization.
Problem
The client had many transactions daily across 44 bank accounts, with manual categorization and no unified profit-and-loss view.
What I built
- Tiller integration consolidating data from all 44 bank accounts into one customized view.
- Automatic transaction categorization.
- P&L reporting.
Architecture
Tiller data ingestion → categorization layer → Next.js/TypeScript dashboard.
Key technical decisions
Challenges and how I solved them
Outcome
0 transactions requiring manual categorization; 44 accounts consolidated into a single view.