Marlen Jara
Marlen Jara

AI Safety Evaluator | Senior Trust & Safety Reviewer

Actively looking · Member since 13 May 2026
Message
Location
Mexico
Desired salary
Unspecified
Work preference
Contract
Experience level
Not set

About

Professional summary

I am a Senior Trust & Safety and AI Safety Evaluator with hands-on experience reviewing, annotating, and quality-checking LLM-generated content in Spanish and English. I have proven expertise in AI safety evaluation, red teaming, adversarial testing, step-by-step reasoning assessment, and policy alignment. I possess strong judgment, consistency, and analytical writing skills, with a demonstrated ability to document clear rationales and decision paths. I am comfortable working with sensitive, explicit, or potentially harmful content in high-stakes AI data environments. I have prior experience collaborating with AI Data Services companies and foundation model evaluation projects.

In my current role as a Language Data & Quality Reviewer at Volga Partners, I review and quality-check LLM-generated content in Spanish to ensure accuracy, logical consistency, and compliance with safety policies. I identify conceptual errors, methodological issues, and hallucinations in AI responses, and evaluate and label sensitive content including violence, hate/harassment, sexual content, misinformation, and illegal activities. I produce clear, reproducible rationales supporting safety decisions and ratings, and compare and rank multiple AI responses based on correctness, clarity, and risk level.

Previously, I worked as an AI Trainer and AI Content Evaluator at Outlier, where I trained and evaluated AI models through prompt and output review in Spanish. I assessed step-by-step reasoning quality and explanatory clarity of model responses, detected safety risks, bias, and policy misalignment in generated content, and rewrote and optimized outputs to improve accuracy, safety, and alignment.

I also have experience as a Spanish Instructor in a bilingual environment at True Fluency Kids, delivering engaging Spanish lessons for children using a communicative approach. I maintained ongoing communication in English with parents and academic staff and adapted linguistic content to diverse cultural contexts.

In addition to my AI and educational roles, I have relevant experience in customer service and sales involving sensitive case handling and client communication, as well as social event photography requiring discretion, ethical judgment, and confidentiality.

I am proficient in Spanish (native) and English (advanced), and skilled in using tools such as ChatGPT for advanced output evaluation, Gemini for comparative response analysis, Perplexity for fact-checking and verification, and various AI data annotation and labeling tools. I am available for remote contract roles, working hourly with high confidentiality and comfort handling sensitive content.

Skills

4 capabilities

Experience

Career history

Language Data & Quality Reviewer – Trust & Safety Volga Partners

Review and quality-check LLM-generated content in Spanish to ensure accuracy, logical consistency, and compliance with safety policies. Identify conceptual errors, methodological issues, and hallucinations in AI responses. Evaluate and label sensitive content, including violence, hate/harassment, sexual content, misinformation, and illegal activities. Produce clear, reproducible rationales supporting safety decisions and ratings. Compare and rank multiple AI responses based on correctness, clarity, and risk level. Contribute to continuous improvement of evaluation guidelines and quality standards.

AI Trainer / AI Content Evaluator Outlier

Trained and evaluated AI models through prompt and output review in Spanish. Assessed step-by-step reasoning quality and explanatory clarity of model responses. Detected safety risks, bias, and policy misalignment in generated content. Rewrote and optimized outputs to improve accuracy, safety, and alignment.

Spanish Instructor (Bilingual Environment) True Fluency Kids

Delivered engaging Spanish lessons for children using a communicative approach. Maintained ongoing communication in English with parents and academic staff. Adapted linguistic content to diverse cultural contexts.

Customer service and sales roles LEA

Involving sensitive case handling and client communication.

Social event photographer photografer

Requiring discretion, ethical judgment, and confidentiality.

Education

Learning history

BUAP

Bachelor's Degree in Communications

Training in discourse analysis, professional writing, message evaluation, and photography.

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