Winnie N.

Key Skills

Software

Appen

Top Subject Matter

Linguistic annotation and transcription for AI training datasets

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Audio

Video

Text

Document

Top Task Types

Transcription

Freelancer Overview

Creative Strategist in Contract Review, Compliance, and Legal Research. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Appen. Education includes Bachelor of Commerce, Mount Kenya University and Associate Degree in Business Administration, Technical University of Mombasa. AI-training focus includes data types such as Audio and labeling workflows including Transcription.

Labeling Experience

Remote Language and Data Contractor | Appen CrowdGen and RWS TrainAI | Apr 2026 – June 2026

AppenAudioTranscription

Performed complex data annotation, linguistic reviews, and high-volume transcription under strict multi-pass quality standards. Ensured accurate verbatim work while following detailed project-specific style guides across varying speaker accents and noisy audio. Maintained strong compliance with data privacy, information security, and confidentiality requirements for unreleased digital data streams. • Multi-speaker audio transcription • Linguistic review and quality/rating via multi-pass checks • Style guide compliance for transcription conventions • Data privacy and confidentiality adherence

2026 - 2026

Education

Work History