Ticket Parser API: OCR and LLM Extraction for Any Layout by Joe EstephanTicket Parser API: OCR and LLM Extraction for Any Layout by Joe Estephan

Ticket Parser API: OCR and LLM Extraction for Any Layout

Joe Estephan

Joe Estephan

An API that turns event tickets in any layout or language, as PDF or image, into clean structured JSON. It runs inside the client's production system.
OCR reads the file, then an LLM parses the text into one schema, so a new ticket format needs no new code. It's a FastAPI service in Docker, so the client's other systems call it and automate their own workflow, at high volume.
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Posted Oct 20, 2026

An API that turns event tickets in any layout or language, PDF or image, into clean structured JSON with OCR and an LLM, inside the client's production system.