Prompt Engineering Expertise

Advanced prompt design and testing for production-grade LLM use:

  • Prompt Design: Role definition, formatting, structured outputs, tone calibration
  • Few-Shot Examples: Example curation, ordering effects, token efficiency
  • Chain-of-Thought Reasoning: Structured reasoning for multi-step tasks and logical flows
  • Prompt Evaluation: A/B testing, outcome consistency, performance metrics
  • Security Hardening: Prompt injection prevention, edge case testing, robustness evaluation
  • Prompt Templates: Versioned prompt libraries with inputs/outputs for testing and reuse

Implementation Examples

  • Complex Reasoning Prompts: Chain-of-thought architecture for math, logic, and planning tasks
  • Few-Shot Summarization: Use few-shot prompts to guide narrative and tone for summaries
  • Conversational Memory: Design prompts that simulate memory and long-context recall
  • Secure Prompts: Adversarial prompt resistance and input sanitization for LLM safety
  • Multi-Turn Templates: Structured input prompts for customer service chatbots

Prompt Engineering Process

  1. Requirements Analysis Define the task, goals, tone, format, and risks

  2. Prompt Design & Testing Draft, test, and refine prompts using evaluation metrics

  3. Deployment & Optimization Implement versioning, monitor output quality, and optimize prompt structures

Investment & Pricing

  • Basic Prompt Design: $5K–15K Single use-case with prompt crafting and optimization

  • Advanced Prompt System: $15K–35K Multi-prompt system with A/B testing and few-shot flows

  • Production Prompt Platform: $35K–75K+ Full production deployment with monitoring and templating

  • R&D & Custom Development: $150–250/hr Prompt security, template frameworks, or complex logic flows

  • Ongoing Support: Monthly retainer for evaluation, updates, and scaling

See Prompt Engineering in Action

Try a demo of secure, optimized prompts powering multi-step reasoning, content generation, and customer support workflows.

Ready to Optimize Your Prompts?

Let’s design prompt flows that are secure, consistent, and performant. I help Triangle area teams build better LLM outputs through advanced prompt engineering.