Data cleaning and analysis
Working through messy datasets, combining sources, and structuring analysis around the questions that matter most.
Data and storytelling
I help organizations turn messy data into clear analysis, useful visuals, and narratives that make the implications easier to understand.
Overview
Analysis matters more when people can actually follow it.
Good analytical work is not just about getting the numbers right. It is also about organizing the findings, showing what matters, and building outputs that help a team see the pattern without being overwhelmed by detail.
I work across analysis, visualization, and narrative shaping so the final product can support real decision-making rather than sit in a folder as a technically correct but unreadable artifact.
What I help with
From raw inputs to clearer stories.
The work can range from one-off analytical products to improving how a team routinely communicates evidence.
Visualization and dashboards
Designing charts, summaries, and custom interactive dashboards that surface patterns without burying the audience in noise.
Complex and geospatial data
Working with large, messy, or spatial datasets so organizations can make better sense of location, distribution, and operational context.
Insight communication
Turning findings into presentations, briefs, and narrative products that connect evidence to context and action.
How I work
Technical enough for the data, practical enough for the audience.
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Interrogate the data
I start by understanding quality, structure, gaps, and what the data can genuinely support.
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Shape the analysis
The analysis is built around decisions and audiences, not just around whatever happens to be easy to calculate.
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Communicate the insight
The final output is translated into visuals and language that help the intended audience actually use it.
Engagements
Need help making data clearer, sharper, and easier to act on?
I support teams that want stronger analysis and better communication without losing rigor in the process.