Contributed to an early-stage, volunteer-led nonprofit translation project supporting communities with limited internet access.
Trained and compared translation models, including BERT-based approaches, to improve translation quality.
Evaluated model outputs against manual translations to measure correction rates and identify areas for improvement. Developed an interface for processing longer content, including articles and books, beyond single-question translation.
Stored processed translations and model results to enable reuse of previously translated content.
Responsibilities
Contributed to an early-stage, volunteer-led nonprofit translation project supporting communities with limited internet access.
Trained and compared translation models, including BERT-based approaches, to improve translation quality.
Evaluated model outputs against manual translations to measure correction rates and identify areas for improvement. Developed an interface for processing longer content, including articles and books, beyond single-question translation.
Stored processed translations and model results to enable reuse of previously translated content.
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