Franceline Adella

Key Skills

Software

Labelbox

Remotasks

Scale AI

Other

Top Subject Matter

No subject matter listed

Top Data Types

Image

Text

Video

Top Task Types

Bounding Box

Classification

Segmentation

Translation Localization

Freelancer Overview

I am an AI and machine learning professional with over two years of experience in data labeling, annotation, and evaluation across text, image, and multimedia datasets. My work with WeLocalize and Remotasks involved ensuring linguistic accuracy, cultural and geopolitical relevance, and quality assurance for large-scale AI training projects. I have applied classification, annotation, transcription, and content evaluation techniques to improve natural language processing models, computer vision systems, and online advertising campaigns. In addition to hands-on labeling expertise, I bring a strong technical foundation in Python, computer vision, and machine learning research, supported by a background in automotive and robotics engineering. I have contributed to projects such as fake news detection research and ad performance evaluation, combining analytical rigor with attention to detail. My ability to work across diverse domains, from AI and digital media to defense and robotics, sets me apart as a versatile contributor to AI training initiatives.

Labeling Experience

Translation and Transcription for Multilingual AI Training

Scale AITextClassificationTranslation Localization

Worked on diverse AI training datasets to improve multilingual language models. Tasks included translating documents, articles, and scientific reports from English to Indonesian (vice versa), transcribing audio content, and ensuring accuracy and cultural relevance. Performed classification and quality review of translated outputs to maintain tone, style, and professional standards. Delivered consistent and high-quality annotations across hundreds of tasks, supporting the development of robust and culturally adaptive AI systems.

Worked on diverse AI training datasets to improve multilingual language models. Tasks included translating documents, articles, and scientific reports from English to Indonesian (vice versa), transcribing audio content, and ensuring accuracy and cultural relevance. Performed classification and quality review of translated outputs to maintain tone, style, and professional standards. Delivered consistent and high-quality annotations across hundreds of tasks, supporting the development of robust and culturally adaptive AI systems.

2024 - 2025

Ad Evaluation and Content Annotation for AI Training

Scale AITextClassificationEvaluation Rating

Contributed to a large-scale AI training project evaluating online advertisements across multiple markets. Tasks included classifying ad content for cultural and linguistic appropriateness, annotating text and visual elements, and rating relevance according to detailed client guidelines. Provided structured feedback on ad performance and user experience, identifying issues with content, landing pages, and targeting. Maintained strict adherence to productivity and quality metrics, ensuring high accuracy and consistency across thousands of annotation tasks.

Contributed to a large-scale AI training project evaluating online advertisements across multiple markets. Tasks included classifying ad content for cultural and linguistic appropriateness, annotating text and visual elements, and rating relevance according to detailed client guidelines. Provided structured feedback on ad performance and user experience, identifying issues with content, landing pages, and targeting. Maintained strict adherence to productivity and quality metrics, ensuring high accuracy and consistency across thousands of annotation tasks.

2023 - 2024

Education

Work History