APPROACH · Evaluation-Driven Development
Use evidence-driven evaluation where software behaviour is probabilistic or continuously changing.
Apply EDD as one testing approach within a broader quality strategy for AI systems, alongside functional testing, automation, security, accessibility and release assurance.
ENGAGEMENT CONTEXT
Senior quality engineering applied to a specific delivery need.
Teams introducing AI who need measurable evaluation without replacing established QA practices.
Discuss this engagementWHAT I DO
LLM evaluation
RAG evaluation
Behavioural test design
Evaluation regression
YOU WALK AWAY WITH
A measurable evaluation layer that complements—not replaces—the wider test engineering strategy.
✓ Evaluation criteria
✓ Representative test datasets
✓ Automated evaluation runs
✓ Evidence for quality decisions
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