TrustIntern: Scam detective for internship offers

Описание и применение

TrustIntern – инструмент, позволяющий студентам и учебным заведениям проверять подлинность предложений стажировок, используя AI‑планировщик Gemma 4, фиксированные проверки и объяснимую оценку риска.

Задача

Students in India receive fraudulent internship offers demanding upfront fees and personal data, often without verification.

Результат

TrustIntern assigns a risk score (e.g., 80/100 for a fake offer) based on fixed indicators, provides evidence for each point, and outputs a downloadable PDF report, enabling students and institutions to avoid scams.

Рабочий процесс

• Paste company name, recruiter email, website, message, and offer letter PDF/screenshot into TrustIntern.
• Run fixed checkers (email domain, RDAP domain age, website, message wording).
• Gemma 4 planner selects research agents (company, recruiter, complaints, domain, document, follow‑up).
• Gemma 4 vision reads offer letter or screenshot for inconsistencies.
• Deterministic scoring aggregates fixed indicator points into a risk score.
• Generate PDF report with evidence and score breakdown.
• Share report with students, colleges, job boards, or for post‑mortem investigations.

Доказательства

TrustIntern then: runs fixed checks (email domain vs. company, domain age via RDAP, the website itself, the wording of the message)

Источник

Gemma 4 planner deciding which agents to launch

Источник

Gemma 4 vision read the offer letter or screenshot

Источник

returns a risk score you can recompute by hand. Every point is tied to a specific piece of evidence.

Источник