Ethan Park

Designs A/B test specifications for prompt variants with proper hypothesis, metrics, and analysis plans.

Builds structured comparison frameworks with chain-of-thought reasoning for multi-criteria decisions.

Detects common error patterns from few-shot examples to build prevention and detection rules.

Builds zero-shot code generation prompts with coding standards, documentation, and testing requirements.

Builds knowledge graphs to ground role personas with structured expertise and concept relationships.

Builds formal proof structures with chain-of-thought reasoning for claims requiring logical validation.

Prioritizes insights from reflection loops based on impact, implementation cost, and dependencies.

Estimates task complexity across multiple dimensions to inform decomposition strategy and resource planning.

Designs style transfer prompts that transform content style while preserving semantic meaning.

Designs version control systems for prompt libraries with branching, merging, and audit capabilities.

Optimizes sampling temperature for self-consistency tasks balancing diversity and accuracy needs.

Selects optimal search heuristics for tree-of-thought exploration based on problem characteristics.