Safety · Ordinary People
Daniela Camberos built the AI that checks a job offer before it can become a trafficking trap.
Daniela Camberos · Mexico
Criminal networks use fake job listings as the first hook to recruit trafficking victims. Daniela Camberos, a Mexican HR specialist, built a free AI bot that checks the offer in real time, before anyone walks into the trap.
The person and the place
Daniela Camberos is a Mexican human-resources specialist and the founder of Ramona IA.
The problem Daniela cared about
Criminal networks use fraudulent job offers as their first hook to recruit trafficking victims, especially women. Camberos put the gap in her own words: "RAMONA was born from a dual problem I identified in human resources: the total absence of mechanisms to validate legitimate job offers and the lack of access to career guidance for young people, especially in public universities and vulnerable communities."
The agency moment
Rather than wait for an employer, a platform, or a government program to close that gap, Camberos built Ramona IA, a free chat bot that runs 24/7, works on low-end devices and limited connectivity, and pairs fraud detection with free job coaching, CV help, interview prep, and labor-rights education. She built the first version for Telegram, and she now leads a team of engineers and employability specialists who run it on WhatsApp.
What changed
The system is reported to catch fraudulent job offers with close to 98% precision. Cimacnoticias reports the tool has protected more than 800 people from potential fraud, and that the startup has contributed to the empowerment of more than 2,000 women in Mexico. Camberos has drawn recognition of her own: the Geneva Centre for Human Rights Advancement gave her its Individual Award for Ethical AI and Human Rights Protection in December 2025.
The move worth copying
She didn't wait for someone else to build the checkpoint. She built it herself, made it free, and gave it to the people who needed it most. Know someone about to take a job offer from a stranger? Send them this.
"Criminal networks use job offers as the first hook to recruit victims. Ramona validates in real time whether a job offer is legitimate or fraudulent..." — Daniela Camberos, to Contxto
Sources
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Curated by Good in Progress from the public record.
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