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Annabel Akinyi

Language Data Annotator & Transcription Evaluator

USA flag
Delaware, Usa
Expert

Key Skills

Software

No software listed

Top Subject Matter

LLM-generated transcription
conversational AI
Legal Services & Contract Review

Top Data Types

AudioAudio
TextText
DocumentDocument

Top Task Types

No task types listed

Freelancer Overview

Language Data Annotator & Transcription Evaluator. Brings 13+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Arts, University Of Nairobi (2015). AI-training focus includes data types such as Audio and labeling workflows including Evaluation and Rating.

Expert

Labeling Experience

Language Data Annotator & Transcription Evaluator

Audio
As a Language Data Annotator and Transcription Evaluator, I evaluated and corrected LLM-generated transcriptions for conversational accuracy, coherence, and speaker intent. My role required applying structured feedback, detailed annotation taxonomies, and strict guidelines to ensure high dataset quality. I contributed to RLHF projects and provided expert human annotations to improve model performance. • Reviewed and compared multiple model-generated transcripts based on predefined rubrics. • Provided corrections for recognition errors, semantic inaccuracies, and formatting issues. • Applied complex labeling taxonomies and identified tone shifts and speaker overlaps. • Delivered structured written feedback to enhance AI conversational understanding.

As a Language Data Annotator and Transcription Evaluator, I evaluated and corrected LLM-generated transcriptions for conversational accuracy, coherence, and speaker intent. My role required applying structured feedback, detailed annotation taxonomies, and strict guidelines to ensure high dataset quality. I contributed to RLHF projects and provided expert human annotations to improve model performance. • Reviewed and compared multiple model-generated transcripts based on predefined rubrics. • Provided corrections for recognition errors, semantic inaccuracies, and formatting issues. • Applied complex labeling taxonomies and identified tone shifts and speaker overlaps. • Delivered structured written feedback to enhance AI conversational understanding.

2020 - Present

Education

U

University Of Nairobi

Bachelor of Arts, Linguistics

Bachelor of Arts
2015 - 2015

Work History

F

Freelance

Legal Translator & Linguistic Specialist

Delaware
2014 - Present