Approach
What do I offer?
Validation and reproducibility
Test assumptions, verify outcomes, document methodology. Results must be reproducible and explainable.
Pragmatic trade-offs
Balance ideal solutions with constraints. Deliver the best solution within given deadlines and resources.
Clear communication
Document decisions, make reasoning explicit, and design systems that are straightforward to understand and modify.
Code clarity
Write for readability. Code is read more than written, so prioritize clarity and maintainability over cleverness.