AI Automation Platform

End-to-end AI platform for business automation. Acquired by a Fortune 500 enterprise software company.

PythonTensorFlowKubernetesReactAWS

THE PROBLEM

Businesses needed AI automation but lacked the infrastructure to build, train, and deploy models. No end-to-end platform existed that non-ML engineers could use to go from data to deployed model.

OUR APPROACH

We built a full platform: data ingestion, automated feature engineering, model training with AutoML, and one-click deployment to production endpoints. The system handled the entire ML lifecycle with monitoring and retraining triggers.

TECHNICAL DEPTH

01AutoML pipeline with automated hyperparameter search

02Feature engineering from raw structured and unstructured data

03One-click deployment to auto-scaling Kubernetes endpoints

04Model monitoring with drift detection and retrain triggers

05Multi-tenant architecture serving 2,000+ businesses

OUTCOME

Acquired by a Fortune 500 enterprise software company. Platform continues to serve thousands of businesses post-acquisition.

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