Winrose M.

Key Skills

Software

Other

Top Subject Matter

Transcription for client deliverables

English–Kiswahili translation

AI/ML data annotation & labeling

Top Data Types

Audio

Document

Text

Video

Top Task Types

Transcription

Classification

Freelancer Overview

Freelance Data & Administrative Specialist (Transcriptionist). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes N/A, East African School of Aviation (2028). AI-training focus includes data types such as Audio, Document, and Text and labeling workflows including Transcription, Translation, and Localization.

Labeling Experience

Freelance Data & Administrative Specialist (Data Annotation Specialist)

OtherTextClassification

Performed data annotation and labeling for AI and machine-learning projects to support model training. Produced labeled datasets that adhere to task guidelines and quality expectations. Focused on accuracy and deadline compliance while handling client or project requirements.•Labeled and annotated text data for AI/ML training activities.•Followed labeling instructions and maintained annotation consistency.•Conducted attention-to-detail quality checks on labeled outputs.•Supported iterative adjustments when labeling criteria required changes.

2023 - Present

Freelance Data & Administrative Specialist (Translator)

OtherDocument

Translated documents between English and Kiswahili to support client communication and project needs. Maintained meaning, tone, and terminology consistency across languages. Delivered translation outputs aligned with confidentiality and deadline requirements.•Translated client documents from English to Kiswahili and vice versa.•Applied language consistency and quality assurance to reduce errors.•Handled varied document types for administrative and research use.•Ensured timely delivery of translated materials as requested.

2023 - Present

Freelance Data & Administrative Specialist (Transcriptionist)

OtherAudioTranscription

Transcribed audio and video recordings for clients while maintaining quality and accuracy standards. Converted spoken content into written text suitable for downstream review and use cases. Ensured confidentiality and consistently met project deadlines.•Transcribed and verified audio/video content for clarity and correctness.•Performed quality checks on transcripts to match client expectations.•Handled multiple recording formats and varying audio quality.•Coordinated turnaround timing to deliver completed transcription outputs.

2023 - Present

Freelance Data & Administrative Specialist - Freelance

VideoTranscription

Handled a range of data and administrative tasks for multiple clients while maintaining confidentiality and high accuracy. Completed data entry, verification, and database management work while meeting project deadlines. Supported client operations through transcription, translation, reporting, email management, and customer-facing assistance. • Performed data entry, verification, and database management • Transcribed audio and video recordings to quality standards • Translated documents between English and Kiswahili • Managed emails, schedules, conducted internet research, and provided customer support

2020 - Present

Education

Work History