Cloud Engineering
CloudMart Tagging Compliance Dashboard
Coursework project for Cloud Economics (Sheridan College) — an interactive FinOps dashboard analyzing cloud resource tagging compliance and cost governance across a simulated multi-account environment. The dashboard and workflow logic are real and functional; the underlying cost figures and account data are a course-provided sample dataset, not a live production AWS bill.
Timeline
Fall 2025
Role
Student Developer
Team
1 person
Client
Coursework — Cloud Economics, Sheridan College
The Problem
Untagged cloud resources make it impossible to attribute spend to the right team or product, which is what a FinOps practice needs in order to act on cost. The course exercise modeled that scenario: a sample multi-account dataset with a meaningful share of untagged resources and no way to see where the cost was going.
The Solution
Built a Streamlit dashboard that surfaces untagged spend, tracks tagging compliance over time, and walks through a remediation workflow — historical trend charts, a compliance KPI view, and before/after reporting to show the effect of tagging fixes on cost visibility.
Impact
- ▸$41K/month in untagged spend identified within the course dataset
- ▸Historical trend analysis and real-time compliance KPI tracking
- ▸Remediation workflow with before/after impact reporting
ValueCoursework demonstrating the FinOps tagging-compliance workflow used in real cost governance practice — the technique transfers directly, though the $41K figure describes the sample dataset, not production infrastructure.
Highlights
- ▸Streamlit + Plotly dashboard for tagging compliance and cost governance
- ▸Historical trend analysis of untagged spend over time
- ▸Automated remediation workflow with real-time KPI tracking
Tech Stack