Taichi F.

Key Skills

Software

Other

Top Subject Matter

Audio transcription

audio quality evaluation

and rubric-based annotation tasks.

Top Data Types

Audio

Text

Document

Top Task Types

Audio Recording

Freelancer Overview

Freelance AI Training Specialist — Outlier (Remote). Brings 16+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Diploma, University of Dokkyo (1997). AI-training focus includes data types such as Audio and labeling workflows including Audio Recording.

Labeling Experience

Freelance AI Training Specialist — Outlier (Remote)

OtherAudioAudio Recording

Freelance AI Training Specialist at Outlier performing audio-recording-related annotation work, including transcription and audio quality checks per assigned themes. Completed annotation, evaluation, and rubric-based scoring tasks while maintaining high accuracy and QC/acceptance performance. Delivered reviewer comments and metadata to support guideline compliance and downstream review. • Performed transcription and audio quality checks based on assigned themes. • Conducted annotation and rubric-based scoring tasks with high accuracy. • Captured speaker metadata and added reviewer comments, including save-state selections with reasons. • Maintained approximately 90–95% QC/acceptance rate through style-guide adherence and self-QC.

2024 - 2025

Education

Work History