Lina Twiri
@linatwiri
I evaluate and improve AI training data through annotation, content review, transcription, and quality-focused remote work.
What I'm looking for
I've supported Digitex Investment Enterprise with accurate records, documentation, correspondence, reporting, and confidential business information from 2021 to 2024. My work involved reviewing information for completeness and consistency, managing data-entry activities, and meeting multiple deadlines.
Through Upwork and QA World, I've completed transcription, content-processing, and writing assignments that required careful listening, client-specific guidelines, proofreading, editing, research, and final quality checks. I work independently in remote environments and focus on producing accurate, consistent work.
I'm building practical AI data operations skills through data annotation and evaluation exposure, using ChatGPT, Claude, Google Gemini, and Perplexity to support AI-assisted workflows and content assessment.
Experience
Work history, roles, and key accomplishments
Office Secretary
Digitex Investment Enterprise
Jan 2021 - Dec 2024 (3 years 11 months)
Provided administrative and information management support, maintaining accurate records, preparing reports, and handling confidential information. Reviewed documents for completeness and consistency, and managed multiple assignments while meeting deadlines.
Education
Degrees, certifications, and relevant coursework
Karatina University
Bachelor's Degree, Project Management
2012 - 2016
Pursued a Bachelor's degree in Project Management, gaining skills in project planning, execution, and management.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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