AddonAI / Models in production

Machine Learning Development

Predictive models and recommendation systems trained on your data.

Capabilities

What production machine learning development requires.

/ 01

Predictive analytics.

Forecast demand, revenue, churn, and market trends using advanced regression, time-series, and ensemble models.

/ 02

Recommendation engines.

Personalised product, content, and service recommendations that increase engagement, conversion, and average order value.

/ 03

Anomaly detection.

Real-time detection of fraud, system failures, quality issues, and security threats using advanced methods.

/ 04

Classification systems.

Automated categorisation of documents, support tickets, images, and transactions with high accuracy and low latency.

/ 05

Feature engineering.

Automated and expert-driven feature extraction, selection, and transformation to maximise model performance.

/ 06

A/B testing frameworks.

Rigorous experimentation frameworks to validate model impact with statistical significance before full deployment.

How we deliver
01.Data exploration
02.Feature engineering
03.Model selection
04.Training & tuning
05.Validation & testing
06.Production MLOps
Tools we reach for
scikit-learnXGBoostLightGBMTensorFlowApache SparkMLflowAirflowAWS SageMaker
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