Muhammad F.

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

AI/ML voice model training (speech/audio annotation)

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Audio

Text

Document

Top Task Types

Transcription

Freelancer Overview

Data Annotator — Audio. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Informatics Engineering, Universitas Esa Unggul (2024). AI-training focus includes data types such as Audio and labeling workflows including Transcription.

Labeling Experience

Data Annotator — Audio

AudioTranscription

Annotated and labeled audio/speech datasets to support AI/ML voice model training pipelines and transcription consistency. Reviewed annotated outputs for quality, flagging inconsistencies for the QC team to resolve. Worked within a deadline-driven workflow to meet daily annotation targets. • Labeled audio/speech data for voice model training pipelines • Maintained transcription and labeling consistency per project guidelines • Validated outputs and reported inconsistencies to QC • Met daily annotation targets under strict deadlines

2025

Education

Work History