Claudia Cervantes

Key Skills

Software

OneForma

Appen

Mercor

Top Subject Matter

AI Transcription and Summarization

Sentiment Analysis and Text Classification

Top Data Types

Audio

Text

Image

Top Task Types

Transcription

Classification

Data Collection

Question Answering

Object Detection

Segmentation

Freelancer Overview

AI Transcription & Summarization Specialist. Core strengths include Otter.ai and OneForma. Education includes Bachelor of Science, Arizona State University (2014) and Diploma, Maricopa Community Colleges (2010). AI-training focus includes data types such as Audio and Text and labeling workflows including Transcription and Classification.

Labeling Experience

AI Transcription & Summarization Specialist

AudioTranscription

In this role, I produced structured and highly accurate transcripts from various audio recordings for clients on Upwork. I summarized lengthy content to create executive summaries that improved the clarity and readability of the material. My tasks enhanced data consistency and helped deliver projects promptly.• Created structured transcripts from audio files for AI training purposes. • Produced executive summaries from large amounts of content. • Improved formatting and readability for AI data pipelines. • Ensured consistent turnaround and met individual project deadlines.

In this role, I produced structured and highly accurate transcripts from various audio recordings for clients on Upwork. I summarized lengthy content to create executive summaries that improved the clarity and readability of the material. My tasks enhanced data consistency and helped deliver projects promptly.• Created structured transcripts from audio files for AI training purposes. • Produced executive summaries from large amounts of content. • Improved formatting and readability for AI data pipelines. • Ensured consistent turnaround and met individual project deadlines.

2024 - 2026

Data Annotation Assistant (Project-Based)

OneformaTextClassification

As a Data Annotation Assistant at Oneforma, I annotated text datasets for sentiment analysis and classification tasks required for machine learning models. I verified dataset accuracy, corrected discrepancies, and supported the creation of structured datasets to enhance AI performance. I strictly adhered to annotation guidelines and quality assurance protocols throughout the project.• Labeled text data for sentiment analysis and classification. • Reviewed and corrected dataset discrepancies. • Supported creation of structured training datasets. • Followed annotation guidelines and QA standards.

As a Data Annotation Assistant at Oneforma, I annotated text datasets for sentiment analysis and classification tasks required for machine learning models. I verified dataset accuracy, corrected discrepancies, and supported the creation of structured datasets to enhance AI performance. I strictly adhered to annotation guidelines and quality assurance protocols throughout the project.• Labeled text data for sentiment analysis and classification. • Reviewed and corrected dataset discrepancies. • Supported creation of structured training datasets. • Followed annotation guidelines and QA standards.

2023 - 2024

Education

Work History