Ayaka Shimmori

Key Skills

Software

Snorkel AI

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Document

Top Task Types

RLHF

Data Collection

Audio Recording

Classification

Text Summarization

Evaluation/Rating

Freelancer Overview

With over six years of experience in content planning, SEO direction, and web media management, I have developed strong analytical and data-driven skills that are highly applicable to data labeling and AI training data roles. My background includes managing large-scale content projects, optimizing digital assets using tools like Google Analytics and Search Console, and improving user engagement through precise content editing and strategy. I am adept at analyzing data to identify trends, ensuring data quality, and implementing processes that enhance accuracy and efficiency. My experience spans B2B, B2C, and SaaS domains, and I am comfortable working independently to meet project goals and deliver high-quality results.

Labeling Experience

Audio LLM Evaluation/Recording

Snorkel AIAudioRLHFData Collection

Various types of audio recordings. Audio transcription.

Various types of audio recordings. Audio transcription.

2025 - 2025

Classification/labeling of business documents and emails

Scale AIDocumentClassificationText Summarization

This project evaluates whether the system can correctly search for internal business documents, pptx files, PDF files, etc., and classify them into summaries and categories.

This project evaluates whether the system can correctly search for internal business documents, pptx files, PDF files, etc., and classify them into summaries and categories.

2024 - 2025

Education

Work History