Work
Public evidence without exposing sensitive information
Cases are presented anonymised by default. The aim is to show judgement, scope and operational value, not to publish private data or internal infrastructure.
Modular operations platform for a foundation
Design of an internal platform to organise people, projects, modules, permissions and operational reporting without exposing sensitive data.
Indicators and dashboards for social monitoring
Structuring of data and indicators so that foundations and associations can better manage, report on and explain their impact.
Survey pipeline and qualitative analysis
Transformation of survey exports into reviewable analytical outputs with Python, pandas, Excel and human judgement.
Document automation with Python and human review
Workflows to extract text, classify documents and generate structured indexes from administrative PDFs.
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