Business metrics
We track whether the model changes the decision it was built for.
Why Choose Us ?
Why Choose Machine Learning Development from Debugged Pro?
Deployable artifacts
You get APIs, batch jobs, or streaming scores, not only a model file.
Rigorous validation
Leakage, baselines, and holdout tests are standard.
Problem framing
We make sure ML is the right tool, not a substitute for a simple rule.
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Professional team that will take your projects to the next step.
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Process
Production Machine Learning for Prediction and Decision Support
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Drift Monitoring
We watch data and performance so the model can be retrained before it goes stale.
Problem and Data Design
We define the prediction, labels, and features with the people who own the decision.
ML in Production
We serve scores through batch or real-time APIs with logging.
Model Training
We train and compare models against a simple baseline so gains are real.
Why We're The Best Choice to Hire For This Role
ML only pays off when it is in a pipeline, not a notebook. We productionize it. Hire Debugged Pro for machine learning development that operations and product teams can depend on. Debugged Pro
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Frequently Asked Questions
Find answers to common queries for a smooth and hassle-free experience.