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Mercor
OneForma
Toloka
SuperAnnotate
Text
Document
Image
RLHF
Red Teaming
Evaluation/Rating
Transcription
Text SummarizationHaving served as a Bilingual Arabic Trainer for organizations like Outlier and Innodata, I have spent significant time refining 'complex datasets' and ensuring high-fidelity outputs across diverse linguistic tasks. My professional experience also includes extensive work in copyediting and ESL instruction, skills that have honed my 'sensitivity to language nuance' and my ability to identify subtle grammatical errors. Consequently, I possess the precision required to handle intricate transcription tasks while maintaining strict adherence to complex project guidelines, even under demanding timelines. My background in project management further ensures that I approach every annotation task with a systematic, detail-oriented methodology that prioritizes data integrity. Education includes Bachelor of Arts, Ain Shams University.
Watching Instagram shorts and then summarizing what is being shown in the short, mentioning details like movement, people, clothes, actions done, music used and how it feels and so on.
he Project Lantern RLHF v2.4 initiative notably serves as a sophisticated framework for evaluating and refining large language model outputs through 'human-in-the-loop' feedback. This enterprise-level project requires annotators to perform side-by-side comparisons of model responses—carefully assessing four primary quality criteria: Instruction Following, Truthfulness, Coherence/Clarity, and Length. The scope of the project encompasses diverse domains including STEM and bilingual evaluations, where trainers must verify 'all non-trivial facts' using credible external sources. Consequently, the core tasks involve deep fact-checking, documenting specific 'strengths and areas of improvement,' and providing a final preference ranking based on overall utility. To maintain high standards, the workflow mandates strict quality measures, such as a maximum 3-hour limit per item and a requirement for at least two strengths for any response receiving a perfect 'Quality Score of 5.'
Bachelor of Arts, English Literature and Language
Project Manager
IELTS and English Instructor
