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Operations Analytics Dashboard

A private internal dashboard that unified operations data and weekly reporting. It helped stakeholders quickly spot bottlenecks without exporting spreadsheets.

Role: Frontend Engineer

Timeline: Jan 2024 – Apr 2024

Overview

A private internal dashboard that unified operations data and weekly reporting. It helped stakeholders quickly spot bottlenecks without exporting spreadsheets.

The Problem

The operations team relied on disconnected spreadsheets and manual copy/paste workflows.
Reports took hours each week, and inconsistencies made it hard to trust the numbers.

We also needed a secure way to share insights internally without exposing sensitive datasets publicly.

My Approach

I designed and built a private case-management dashboard with role-based views.
The interface grouped key metrics into focused sections and added drill-down screens for root-cause analysis.

I implemented a reusable data-fetching layer, standardized chart components, and clear empty/error states to keep workflows reliable.

Outcome

Reporting prep time dropped from roughly 6 hours to under 2 hours per week.
Data discrepancies in weekly summaries decreased by around 40% after introducing a single source of truth.

Team leads adopted the dashboard as the default weekly review tool within the first month.

Tech Stack used

Astro 5TypeScriptTailwind CSS v4PostgreSQLChart.js

Project Snapshots

Overview screen showing KPI cards and trend charts
High-level dashboard used during weekly operations review.
Detailed breakdown panel for a selected metric
Drill-down view used to identify root causes for missed targets.