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Design Review

Recommending and reviewing end to end data pipelines with Zingg and your data based on your current stack, team skills and project requirements


Advising on data preprocessing, cleansing, match types and features to achieve optimal accuracy and performance


Recommendations and help with scaling for larger datasets along with
- hardware sizing
- cluster tuning
- blocking functions design and implementation
- optimization of data cleansing


Zingg Production Support


Training, tuning and debugging Zingg ML models on user datasets