Summary: Specialize in designing and refining prompts for generative AI models.
Responsibilities:
- Develop effective prompts for LLMs (e.g., GPT, Claude) to improve output quality.
- Fine-tune model interactions for specific use cases (e.g., chatbots, content generation).
- Analyze model behavior to reduce bias and enhance accuracy.
Skills: - Expertise in NLP and experience with OpenAI, Anthropic, or similar tools.
- Strong grasp of linguistics and user intent analysis.
Key Process: Optimizing Generative AI Model Interactions
- Inputs: User queries, model outputs, use case requirements.
- Activities:
- Design and test prompt templates for LLMs (e.g., GPT-4).
- Fine-tune prompts for accuracy and bias reduction.
- Document best practices for model interaction.
- Outputs: High-quality model responses, prompt libraries, bias audit reports.
- Stakeholders: NLP teams, product managers, end-users.
- Tools: OpenAI API, LangChain, Hugging Face.