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Machine Learning & AI
Turn your data into smart decisions.
At Whalyx, we design and deploy custom Machine Learning solutions that help businesses automate, optimize, and innovate. From predictive models to intelligent automation, we bring cutting-edge AI into production, responsibly and at scale.
What We Build
Custom ML Solutions
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Predictive analytics (churn, lifetime value, forecasting)
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Recommendation systems
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Anomaly detection & fraud prevention
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Customer segmentation & scoring
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NLP for classification, sentiment, topic modeling
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Demand & supply forecasting
ML Infrastructure & Ops
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ML pipelines and model lifecycle management
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Model monitoring, retraining, and CI/CD for ML
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MLOps with MLflow, SageMaker, Vertex AI, and others
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Scalable architecture in cloud (AWS, GCP, Azure)
Our Stack & Tools
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Scikit-learn, XGBoost, LightGBM
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TensorFlow, PyTorch, Keras
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MLflow, DVC, Weights & Biases
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Airflow, dbt, Prefect
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Docker, Kubernetes, Terraform
Business Outcomes We Enable
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Reduce churn and increase customer lifetime value
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Improve inventory planning and reduce waste
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Automate manual workflows using intelligent models
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Enable real-time decision systems powered by AI
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Unlock insights from unstructured data (text, audio, images)