Annemarie Wariara

Key Skills

Software

Other

Telus

Top Subject Matter

AI/ML Dataset Preparation

Linguistics Domain Expertise

Nlp Domain Expertise

Top Data Types

Text

Audio

Document

Top Task Types

Transcription

Freelancer Overview

Transcription & Data Annotation Specialist. Brings 1+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other and Telus. Education includes Bachelor of Arts, Mount Kenya University (2027) and Kenya Certificate of Secondary Education, Senior Chief Koinange Girls Highschool (2023). AI-training focus includes data types such as Text and labeling workflows including Transcription, Evaluation, and Rating.

Labeling Experience

Transcription & Data Annotation Specialist

OtherTextTranscription

This role involved transcribing and editing audio files to support AI model training and accuracy improvement. Textual data was labeled and categorized to build and refine machine-learning datasets. Quality and formatting checks were performed to ensure data integrity and compliance with guidelines. • Maintained confidentiality for sensitive projects. • Met tight deadlines and achieved high-quality standards. • Focused on English and Swahili data for AI/ML applications. • Collaborated remotely with annotation and data teams.

This role involved transcribing and editing audio files to support AI model training and accuracy improvement. Textual data was labeled and categorized to build and refine machine-learning datasets. Quality and formatting checks were performed to ensure data integrity and compliance with guidelines. • Maintained confidentiality for sensitive projects. • Met tight deadlines and achieved high-quality standards. • Focused on English and Swahili data for AI/ML applications. • Collaborated remotely with annotation and data teams.

2025 - Present

Linguistic Reviewer & Data Analyst

TelusText

Performed linguistic review and quality checks on English-language datasets for machine learning use cases. Identified and corrected grammar, spelling, punctuation, and sentence structure errors in annotated data. Collaborated with cross-functional teams to improve overall annotation accuracy and language guideline adherence. • Achieved over 95% accuracy in linguistic and analytical tasks. • Supported multiple NLP projects within a remote team structure. • Contributed to enhanced AI and ML language understanding. • Regularly refined processes based on team feedback.

Performed linguistic review and quality checks on English-language datasets for machine learning use cases. Identified and corrected grammar, spelling, punctuation, and sentence structure errors in annotated data. Collaborated with cross-functional teams to improve overall annotation accuracy and language guideline adherence. • Achieved over 95% accuracy in linguistic and analytical tasks. • Supported multiple NLP projects within a remote team structure. • Contributed to enhanced AI and ML language understanding. • Regularly refined processes based on team feedback.

2022 - 2023

Education

Work History