Ellosun Technologies
Applied AI and data science consultancy
Data science and applied AI work is led by Vivek Chandra, drawing on more than eight years of prior professional experience in machine learning, forecasting and private-sector delivery.
Define the decision, not the technology label
The starting point is the decision, task or service outcome that needs to improve, together with identifiable users and a meaningful measure of value.
Establish a credible baseline
Data quality, access, representativeness and current performance are reviewed before model selection.
Plan for control and change
Human oversight, monitoring, failure modes, security and lifecycle ownership are considered alongside model performance.