Previously have used https://github.com/pdf2htmlEX/pdf2htmlEX to convert PDF to HTML at scale, could potentially try and parse the output html to markdown as second stage.
Agree regarding the details - I'm guessing unrelated given the indictment was over a year before the collapse "On Jan. 13, 2022, a federal grand jury indicted Gad"