Mobile Gaming Use Cases/Data ScienceData Scientist

Does our machine translation pipeline achieve BLEU scores above 0.75 for Tier 2 languages, making it viable for non-critical content with human post-editing reducing cost by 40%?

Evaluate machine translation quality for localization to determine which content types and languages can leverage MT to reduce localization costs

Metrics & KPIs

BLEU score by languagepost-edit distancecost savings estimatecontent type suitability score

Required Data

Machine translation outputshuman reference translationsBLEU scorespost-edit effort datacontent type metadata

Data Sources

Data Warehouse

Works with tools like

SnowflakeBigQueryRedshiftDatabricksClickHouse

How Bruin answers this

Bruin

Bruin AI Data Analyst

Does our machine translation pipeline achieve BLEU scores above 0.75 for Tier 2 languages, making it viable for non-critical content with human post-editing reducing cost by 40%?

Bruin connects to your Data Warehouse and runs the analysis automatically.

It tracks BLEU score by language, post-edit distance, cost savings estimate and delivers the answer in seconds, in Slack, Discord, Teams, Google Chat, WhatsApp, Telegram, email, or your browser.

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