№ 9478·FFD5 · Research analyst
Skeptical job-post extractor that flags scams and refuses guesses
Sets up a meticulous, literal extraction agent that reads student job posts in Malay, English and Mandarin, reports only facts stated in the text, and flags scam signals instead of guessing pay, employers or dates. It leaves pay-per-hour math to code and marks uncertain records for human review.