Mauricio S.

Key Skills

Software

Other

Top Subject Matter

LLM evaluation and optimization (Open Q&A, summarization, information extraction)

Top Data Types

Text

Image

Top Task Types

Text Summarization

Text Generation

Question Answering

Classification

Transcription

Evaluation/Rating

Freelancer Overview

AI Training Specialist (Freelance) at Outlier. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Science, Escuela Bancaria y Comercial (2024) and Bachelor of Science, Instituto Tecnológico Autónomo de México (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

AI Training Specialist (Freelance) at Outlier

OtherText

Worked as an AI Training Specialist on LLM evaluation and optimization tasks. Focused on validating model outputs for information extraction, data synthesis (summarization), and complex query resolution (Open Q&A). Performed quality assurance by checking logical and mathematical correctness of responses. • Evaluated and refined responses for accuracy and adherence to expected reasoning • Supervised LLM behavior for extraction and summarization performance • Assessed multilingual query handling in question-answering contexts • Conducted QA on technical problem-solving outputs

2022 - Present

Education

Work History