EkoSuryahadi
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Analytics DashboardEPCLIVE

Risk Analyst Pro

Transforms spreadsheet-based risk registers into a visual project-risk dashboard for prioritisation and stakeholder review.

Improves risk communication by making exposure, mitigation status, and priority actions easier to see.

StreamlitPythonPandasPlotly

The Challenge

Risk registers are often maintained in spreadsheets but rarely translated into action-oriented insight for project teams and sponsors.

The Solution

Created a dashboard that analyses probability, impact, exposure, and mitigation status in a practical review interface.

Key Features

  • Risk heatmap
  • Exposure ranking
  • Mitigation tracker
  • Portfolio summary

Business Impact

  • Improves focus on top risks
  • Makes risk reviews more visual and easier to facilitate
  • Reduces spreadsheet dependency during review meetings

Lessons Learned

  • Risk tools must simplify prioritisation, not add administration.
  • Visual hierarchy is essential for risk communication.

Project Proof

Designed placeholder for architecture and evidence.

Real screenshots can be added later. For now, this proof layer documents the workflow, stack shape, and delivery logic behind the case study without inventing unavailable assets.

Architecture Summary

Created a dashboard that analyses probability, impact, exposure, and mitigation status in a practical review interface.

Workflow

01

Frame the operational question

02

Prepare and validate source data

03

Risk heatmap

04

Improves focus on top risks

Stack Grouping

BI & Analytics

StreamlitPlotly

Data & ML

PythonPandas

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