Schools.sk — ~3,400 Slovak schools, scrape → segment → personalised email → audit log. ~3,400 Slovak schools, scrape → segment → personalised email → audit log.

An end-to-end email-outreach platform targeting all of Slovakia’s schools: scrape school websites for principal name, gender, email and phone → store in a tracking Excel → filter by region / district / school type via a Tkinter GUI → generate a personalised Slovak email per school type → send through the user’s Outlook account with an inline poster image → log status back to Excel.

Hard parts. Politeness-aware throttling (configurable delay + batch size). Parsing Slovak names and titles out of messy scraped text. Inline-image MIME in Outlook COM (the PR_ATTACH_CONTENT_ID + PR_ATTACH_FLAGS = ATT_MHTML_REF dance). Multi-account Outlook selection. Gender inference from a name to choose riaditel’ vs. riaditel’ka in the salutation.