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I work with language and meaning at a detailed, structural level. My experience is centered on reviewing, analyzing, and labeling written and spoken content according to clear qualitative frameworks. I am comfortable working with transcripts, identifying narrative arcs, speaker roles, conversational moves, and subtle shifts in tone, intention, and structure, while following complex annotation guidelines with consistency and care. I enjoy task-based, guideline-driven work that requires focus, analytical thinking, and attention to detail. I approach annotation as both a researcher and a careful reader: observing patterns, maintaining accuracy, and providing reliable, structured input that supports high-quality datasets. I work independently, meet deadlines, and value clarity, coherence, and depth in long-form conversations.…I work with language and meaning at a detailed, structural level. My experience is centered on reviewing, analyzing, and labeling written and spoken content according to clear qualitative frameworks. I am comfortable working with transcripts, identifying narrative arcs, speaker roles, conversational moves, and subtle shifts in tone, intention, and structure, while following complex annotation guidelines with consistency and care. I enjoy task-based, guideline-driven work that requires focus, analytical thinking, and attention to detail. I approach annotation as both a researcher and a careful reader: observing patterns, maintaining accuracy, and providing reliable, structured input that supports high-quality datasets. I work independently, meet deadlines, and value clarity, coherence, and depth in long-form conversations.

Ruxandra Hule

Writer, Podcast Producer, Content Creator, +2

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I work with language and meaning at a detailed, structural level. My experience is centered on reviewing, analyzing, and labeling written and spoken content according to clear qualitative frameworks. I am comfortable working with transcripts, identifying narrative arcs, speaker roles, conversational moves, and subtle shifts in tone, intention, and structure, while following complex annotation guidelines with consistency and care. I enjoy task-based, guideline-driven work that requires focus, analytical thinking, and attention to detail. I approach annotation as both a researcher and a careful reader: observing patterns, maintaining accuracy, and providing reliable, structured input that supports high-quality datasets. I work independently, meet deadlines, and value clarity, coherence, and depth in long-form conversations.…I work with language and meaning at a detailed, structural level. My experience is centered on reviewing, analyzing, and labeling written and spoken content according to clear qualitative frameworks. I am comfortable working with transcripts, identifying narrative arcs, speaker roles, conversational moves, and subtle shifts in tone, intention, and structure, while following complex annotation guidelines with consistency and care. I enjoy task-based, guideline-driven work that requires focus, analytical thinking, and attention to detail. I approach annotation as both a researcher and a careful reader: observing patterns, maintaining accuracy, and providing reliable, structured input that supports high-quality datasets. I work independently, meet deadlines, and value clarity, coherence, and depth in long-form conversations.

Available to hire

I work with language and meaning at a detailed, structural level. My experience is centered on reviewing, analyzing, and labeling written and spoken content according to clear qualitative frameworks. I am comfortable working with transcripts, identifying narrative arcs, speaker roles, conversational moves, and subtle shifts in tone, intention, and structure, while following complex annotation guidelines with consistency and care.

I enjoy task-based, guideline-driven work that requires focus, analytical thinking, and attention to detail. I approach annotation as both a researcher and a careful reader: observing patterns, maintaining accuracy, and providing reliable, structured input that supports high-quality datasets. I work independently, meet deadlines, and value clarity, coherence, and depth in long-form conversations.

Skills

AI Data Labelling

Podcast Production

Experience Level

AI Data Labelling

Expert

Podcast Production

Intermediate

Language

Romanian, Moldavian, Moldovan

Fluent

English

Advanced

Work Experience

Independent Researcher, Content & Program Design

January 1, 2017 - Present

Conducted qualitative analysis of written and spoken content; identified structure, patterns, and meaning across long-form materials. Reviewed transcripts and written content for clarity, coherence, and internal consistency. Applied detailed labeling frameworks to evaluate content quality and structure. Identified narrative arcs, role dynamics, and key conversational shifts. Maintained high annotation accuracy across repetitive, detail-oriented tasks. Produced structured documentation based on predefined schemes and criteria.