Executive dashboards
Finance leads could monitor reporting KPIs, trends, and transaction patterns without pulling raw exports into spreadsheets first.
Back to projects
Analytics and reporting platform
Fintech Analytics Suite
Built a secure analytics workspace with live dashboards, audit trails, and role-scoped reporting tools.
Next.jsTypeScript.NET 8SQL ServerDockerAzure
Days to hours
Reporting prep
Audited
Exports
Role-scoped
Access model
Role: Senior engineer, product analytics delivery
Timeline: 4-month implementation
Domain: Fintech operations
Project overview
Problem
Finance analysts were exporting CSVs from multiple tools and stitching together reports manually, which slowed monthly close and introduced errors.
Solution
I created a consolidated reporting experience with cached query pipelines, KPI dashboards, and guarded exports for sensitive datasets.
Result
Monthly reporting prep dropped from days to hours, with finance leads gaining self-serve dashboards instead of relying on engineering support.
Feature highlights
Governed data access
Permissions, audit trails, and controlled exports gave teams self-serve reporting without losing operational accountability.
Performance-aware reporting
Query orchestration and caching made report generation more predictable under repeated operational usage.
Architecture and implementation
- Server-rendered dashboard shell kept the initial load fast and indexable.
- Report endpoints used cache-aware query orchestration to cut repeated database work.
- Audit event storage provided traceability for report exports and filter usage.
Experience snapshots
UI Concept
Reporting command center
A finance-facing dashboard with operational KPIs, recent reports, and export activity in a single view.
UI Concept
Controlled exports workflow
Permission-aware exports with clear audit visibility for sensitive financial data handling.