Portfolio case studies
All SQL, Python, dashboard and business-writing projects labelled synthetic use generated data and fictional business scenarios. They demonstrate method and judgement, not paid client work.
Privacy & accuracy
Clear about what is real, synthetic and externally sourced.
The portfolio is designed to be useful to recruiters without overstating experience or exposing unnecessary personal information.
Experience and education
Roles, dates, modules, credentials and recommendations are drawn from the supplied CV, LinkedIn exports, module screenshots and certificate records. Public-source links are provided where available.
Personal data
The public site intentionally uses only a professional email address and LinkedIn profile for the candidate. School referees' private phone numbers and email addresses are cropped from their signed-letter images. The current professional reference files retain the organisation contact details printed on the supplied company letterheads.
Tracking and external links
No analytics tracker, advertising pixel or contact-form database is used. External links may be governed by the destination site's own privacy and cookie policies.
Logos and reference documents
Organisation marks identify the corresponding employer, institution or issuer and do not imply endorsement. The two professional letters contain final wording but are labelled signature pending; the three school references retain their supplied signatures and stamps.