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Technology Framework


Data Craft

Data privacy, Data encryption to data versioning, data augmentation , so you never have to worry about the data changes is all about data craft.

Data version control system to track changes in data while performing the ML operations. It also track complete data lineage with ease.
parallel model training system to track changes in models while performing the ML operations. It also track complete ML model lineage with ease.

Model Craft

Training, testing, evaluating and Managing multiple models at the same time and choosing the best model for production is model craft.

Production Craft

Taking the right type of pre-trained models and enhancing its capability by training it with your own data to make it production ready.

Production version control system to track changes in development while performing the ML operations. It also track complete production model lineage with ease.
Data version control system to track changes in data while performing the ML operations. It also track complete data lineage with ease.

Training Craft

Choice of any computing infrastructure for training your model with or without GPU is Training craft.

Monitoring Craft

Tracking models performance and retraining the model if required is the monitor craft.

Data version control system to track changes in data while performing the ML operations. It also track complete data lineage with ease.
Data version control system to track changes in data while performing the ML operations. It also track complete data lineage with ease.

Testing Craft

Testing, evaluating and Managing multiple guardrail on production models for responsible AI is Testing craft.