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Scientific evidence, tracked and ranked automatically

A live platform that finds, ranks and publishes scientific evidence for a health-tech company's clients.

For a health-tech company

The problem

Medical and life-science companies need to know what the published evidence says about their products and their competitors' products. Finding it means searching scholarly databases and trial registries by hand, judging which journals matter, and turning it into something a client can read.

What I did

I built a live evidence-intelligence platform for a health-tech company:

  • Automated searches across scholarly publications and ClinicalTrials.gov.
  • Every result ranked by journal quality (SJR) and scored by whether it's the company's own work.
  • Citation analytics and charts.
  • An admin team curates the results and publishes dashboards to each client organisation, with export to Google Sheets and an API.

The result

  • Live and in use by the company's team, built from first commit to production in about four months (February to June 2026).

Next: From audience to income: an AI training business for accountants

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