Key Skills

Software

Label Studio

Top Subject Matter

AI Dialogue

Nlp Domain Expertise

Machine Learning

Top Data Types

Text

Image

Top Task Types

Text Generation

Freelancer Overview

Content Analyst | AI Training Specialist. Core strengths include Internal, Proprietary Tooling, and Label Studio. Education includes Master of Science, Universitat de Barcelona (2023) and Bachelor of Science, Ladoke Akintola University of Technology (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Text Generation.

Labeling Experience

Linguistic Quality Specialist & Training Developer

Label StudioTextText Generation

In my position as a Linguistic Quality Specialist & Training Developer on Upwork, I refined large-scale linguistic content packages for ML projects under tight deadlines. I designed and annotated intricate data structures for AI training, ensuring linguistic naturalness and accuracy. My contributions included identifying uncommon semantic nuances and providing detailed feedback on model failure modes for subsequent iteration. • Created target language generation data using client style guides • Annotated AI-generated text for accuracy, relevance, and naturalness • Collaborated with technical teams to align outputs with project policies • Delivered timely, culturally nuanced feedback for ML training

In my position as a Linguistic Quality Specialist & Training Developer on Upwork, I refined large-scale linguistic content packages for ML projects under tight deadlines. I designed and annotated intricate data structures for AI training, ensuring linguistic naturalness and accuracy. My contributions included identifying uncommon semantic nuances and providing detailed feedback on model failure modes for subsequent iteration. • Created target language generation data using client style guides • Annotated AI-generated text for accuracy, relevance, and naturalness • Collaborated with technical teams to align outputs with project policies • Delivered timely, culturally nuanced feedback for ML training

2024 - 2025

Content Analyst | AI Training Specialist

Text

As a Content Analyst and AI Training Specialist at ArgosMultilingual, I executed complex, timed task assignments for multi-turn dialogue trees, ensuring high data fidelity. I developed rigorous evaluation rubrics to identify model failure modes and carefully documented logical inconsistencies and hallucinations. My role required navigating complex instructions to categorize model outputs and designing adversarial prompting scenarios for safety testing. • Designed and delivered 'strong vs. weak' example output packages • Performed continuous evaluation of LLM outputs based on emotion and factuality • Executed high-volume annotation with strict adherence to evolving guidelines • Provided detailed feedback for workflow and rubric improvement

As a Content Analyst and AI Training Specialist at ArgosMultilingual, I executed complex, timed task assignments for multi-turn dialogue trees, ensuring high data fidelity. I developed rigorous evaluation rubrics to identify model failure modes and carefully documented logical inconsistencies and hallucinations. My role required navigating complex instructions to categorize model outputs and designing adversarial prompting scenarios for safety testing. • Designed and delivered 'strong vs. weak' example output packages • Performed continuous evaluation of LLM outputs based on emotion and factuality • Executed high-volume annotation with strict adherence to evolving guidelines • Provided detailed feedback for workflow and rubric improvement

2022 - 2025

Content Operations & Data Research Intern

Text

While at TransPerfect as a Content Operations & Data Research Intern, I systematically reviewed high-volume datasets to ensure rigorous standards of data accuracy and annotation quality. I mastered internal annotation tools to maximize project throughput and tracked patterns in data inconsistencies. My role contributed to the creation of contextually accurate conversational datasets for machine learning workflows. • Processed and annotated large volumes of linguistic datasets • Synthesized complex research for structured data documentation • Conducted deep dives into user personas for dialogue dataset accuracy • Supported data quality review with strict formatting standards

While at TransPerfect as a Content Operations & Data Research Intern, I systematically reviewed high-volume datasets to ensure rigorous standards of data accuracy and annotation quality. I mastered internal annotation tools to maximize project throughput and tracked patterns in data inconsistencies. My role contributed to the creation of contextually accurate conversational datasets for machine learning workflows. • Processed and annotated large volumes of linguistic datasets • Synthesized complex research for structured data documentation • Conducted deep dives into user personas for dialogue dataset accuracy • Supported data quality review with strict formatting standards

2022 - 2024

Education

Work History