Ethan Park

Builds response adaptation engines for personas that adjust behavior based on contextual triggers.

Designs structured list output formats with proper numbering, nesting, and visual hierarchy.

Profiles prompt performance across latency, token usage, and quality with optimization recommendations.

Debugs failing chain-of-thought reasoning by tracing execution and identifying failure root causes.

Tracks incremental improvements across reflection iterations with plateau detection and projections.

Balances workloads across resources for decomposed tasks with optimal distribution and rebalancing.

Generates rich backstories for role personas that explain their expertise and personality traits.

Handles temporal reasoning with proper time parsing, relative reference resolution, and consistency.

Optimizes individual links in prompt chains by identifying and improving performance bottlenecks.

Checks that all prerequisites for chain-of-thought reasoning are satisfied before proceeding.

Learns correction patterns from original-corrected pairs to automatically fix similar errors.

Builds zero-shot semantic parsing prompts that transform natural language into structured schemas.