I help teams move from scattered spreadsheets and raw records to a trusted view of performance. The work combines data preparation, metric design, visual storytelling, and practical recommendations so users can understand what happened, why it matters, and what to do next.

What this work helps you achieve

  • Reliable metrics with agreed definitions
  • Faster visibility into trends and exceptions
  • Clear visual communication for technical and non-technical audiences
  • Decision-ready insight rather than dashboard decoration

Typical deliverables

What you can receive

  • Interactive dashboards and KPI scorecards
  • Data cleaning and analytical datasets
  • Trend, segmentation, and variance analysis
  • Predictive views and scenario summaries
  • Executive reports with recommendations

Tools & technologies

Selected toolkit

  • Power BI
  • Python
  • R
  • SQL
  • Excel
  • Stata
  • MATLAB