Gen AI Qualitative Interviewer Development
Budget: $300 – $400 USD
I'm developing a generative AI app focused on qualitative interviews. I'm seeking an AI expert to fine-tune our model, leveraging various data sources.
Key Tasks:
System Audit & Planning
- Review prompt chains, model behavior, and current evaluation structure.
- Audit real user data for quality assessment and identify gaps.
- Plan improvements: strategy for synthetic data generation, web scraping targets, and evaluation design.
- Synthetic Data Integration
- Prioritize using existing AI models (like GPT-3) to generate high-quality synthetic interview data.
- Integrate this synthetic data with real app interview data and web-scraped data for comprehensive model training.
Ideal Skills:
- Expertise in generative AI and qualitative data
- Experience with synthetic data generation using AI models
- Strong background in data integration and model fine-tuning.
Key Tasks:
System Audit & Planning
- Review prompt chains, model behavior, and current evaluation structure.
- Audit real user data for quality assessment and identify gaps.
- Plan improvements: strategy for synthetic data generation, web scraping targets, and evaluation design.
- Synthetic Data Integration
- Prioritize using existing AI models (like GPT-3) to generate high-quality synthetic interview data.
- Integrate this synthetic data with real app interview data and web-scraped data for comprehensive model training.
Ideal Skills:
- Expertise in generative AI and qualitative data
- Experience with synthetic data generation using AI models
- Strong background in data integration and model fine-tuning.