Cynthia Ichalut

Key Skills

Software

Remotasks

Sama

Other

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Medical Dicom

Text

Video

Top Label Types

Action Recognition

Bounding Box

Classification

Evaluation Rating

Object Detection

Polygon

Transcription

Freelancer Overview

I have a strong background in veterinary medicine with hands-on experience in disease surveillance, diagnostics, and epidemiological data analysis, which has given me a keen eye for detail and accuracy—key skills for high-quality data labeling and annotation. My work in outbreak investigations required meticulous sample collection, data management, and interpretation of complex datasets, ensuring compliance with international standards. I am adept at analyzing and organizing medical and biosafety data, making me well-equipped to contribute to AI training data projects, especially in the domains of medical data, biosafety, and animal health. My ability to translate technical information into actionable insights and my commitment to quality assurance will support the development of reliable and precise AI systems.

Labeling Experience

Freelance AI Evaluator/Data Annotator

SamaAudioEvaluation Rating

This role involved reviewing short audio, video, and image clips for clarity, accuracy, and quality in AI models. I tagged and annotated multimedia content to provide training data for AI and machine learning models, following detailed instructions to ensure consistency. Feedback was provided to improve model reliability and further training protocols. • Compared AI-generated outputs against set criteria. • Maintained consistency across thousands of data points. • Supported the training of AI and machine learning models through detailed annotation. • Delivered reliable data for model accuracy improvement.

This role involved reviewing short audio, video, and image clips for clarity, accuracy, and quality in AI models. I tagged and annotated multimedia content to provide training data for AI and machine learning models, following detailed instructions to ensure consistency. Feedback was provided to improve model reliability and further training protocols. • Compared AI-generated outputs against set criteria. • Maintained consistency across thousands of data points. • Supported the training of AI and machine learning models through detailed annotation. • Delivered reliable data for model accuracy improvement.

2025 - 2025

Digital Annotator

RemotasksImageClassification

As a Digital Annotator, I annotated images, audio, and video clips to detailed project guidelines. I ensured data labeling tasks were completed with high accuracy and consistency. By evaluating AI-generated outputs, I contributed to improving model performance. • Followed structured instructions for repetitive tasks. • Provided feedback to improve AI models. • Maintained high-quality standards. • Delivered clear, concise evaluations for better AI outcomes.

As a Digital Annotator, I annotated images, audio, and video clips to detailed project guidelines. I ensured data labeling tasks were completed with high accuracy and consistency. By evaluating AI-generated outputs, I contributed to improving model performance. • Followed structured instructions for repetitive tasks. • Provided feedback to improve AI models. • Maintained high-quality standards. • Delivered clear, concise evaluations for better AI outcomes.

2024 - 2024

Education

Work History