What needs to be improved?
Define the user, business context, constraints, and success criteria before writing the first line of code.
A customer retention project focused on model evaluation, business context, and responsible interpretation.
Each project case study is structured around a clear problem, a thoughtful solution, an understandable architecture, and evidence of the decisions made along the way.
Define the user, business context, constraints, and success criteria before writing the first line of code.
Translate the problem into a focused workflow, useful interface, and maintainable implementation.