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Gonzalez HectorGH
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Gonzalez Hector

@gonzalezhector

AI trainer and coder specializing in adversarial LLM evaluation, fact-checking, and high-quality training data.

United States
Message

What I'm looking for

I’m looking for a role where I can train and evaluate LLMs through adversarial testing, rigorous fact-checking, and RLHF-aligned improvements—working independently or remotely with clear rubrics, safety standards, and room to iterate on evolving frameworks.

I’m a highly skilled and analytical Computer Science postgraduate with 6+ years of dedicated remote experience, specializing in advanced AI training, complex code annotation, and adversarial model evaluation. I generate elite-level training data while executing precise fact-checking across diverse, multidisciplinary datasets.

I act as an adversarial user to stress-test high-capacity LLMs, identifying logical fallacies, edge-case structural vulnerabilities, technical biases, and safety risks. I design, author, and evaluate high-quality training prompts and complex code responses spanning computer science domains, algorithms, and general knowledge subjects.

I critically evaluate, compare, and rank multi-model responses against precise project rubrics, providing exhaustive, structured feedback on flaws in style, tone, and rationale. I maintain a stellar individual quality score by rapidly mastering and applying dynamic, highly granular project guidelines under independent remote conditions.

My approach combines deep technical proficiency in software engineering with exceptional English linguistic mastery to systematically identify model biases and refine complex outputs. From RLHF-focused corrections to adherence audits for tone, safety, and brand alignment, I consistently implement evolving project frameworks in fully remote, international collaboration.

Experience

Work history, roles, and key accomplishments

Outlier AI logoOA
Current

Expert AI Trainer & Coder

Jan 2023 - Present (3 years 5 months)

Act as an adversarial user to stress-test high-capacity LLMs, identifying logical fallacies, edge-case structural vulnerabilities, technical biases, and safety risks. Design, author, and evaluate training prompts and code responses against project rubrics with rigorous fact-checking to reduce hallucinations.

RA

Advanced AI Training Specialist

Remotask / Scale AI

Jan 2020 - Jan 2023 (3 years)

Serve as a core technical expert on the Dolphin Project, optimizing-training LLMs to write, debug, and comprehend production-grade code snippets. Annotate and refine training datasets and audit automated responses for tone, safety, and brand alignment, authoring corrections for RLHF reinforcement learning pipelines.

Education

Degrees, certifications, and relevant coursework

University of Colorado logoUC

University of Colorado

Master of Science in Computer Science, Computer Science

2020 - 2023

Earned a Master of Science in Computer Science at the University of Colorado from 2020 to 2023.

UC

University of Colorado

Bachelor of Science in Computer Science, Computer Science

2015 - 2019

Earned a Bachelor of Science in Computer Science at the University of Colorado from 2015 to 2019.

Tech stack

Software and tools used professionally

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