Capability / ML
Machine Learning
Models and systems that learn from data and improve decision-making.
Machine learning turns historical data into models that can classify, rank, estimate and recommend. The hard part is rarely the algorithm — it is framing the problem, preparing the data and keeping the model honest once it meets the real world.
Our work in this area covers the full lifecycle: problem definition, feature engineering, training, evaluation against meaningful baselines, deployment and monitoring.