
Full Stack AI Developer for Healthcare SaaS
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- Proposals: 45
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- #4506877
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Description
Oleksii T.
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Strong Questions
Will the RAG system operate exclusively on your proprietary healthcare documents, or will it also need to combine internal knowledge with external medical guidelines (e.g., NICE, CDC, WHO, PubMed) while maintaining source attribution?
Are your AI agents expected to perform actions (such as scheduling, updating records, triggering workflows, or calling external APIs), or will they initially function as read-only clinical assistants?
How do you plan to evaluate answer quality—through clinician review, citation accuracy, confidence scoring, automated evaluation pipelines, or another validation process?
Given the healthcare domain, what compliance requirements should the architecture be designed around from day one (HIPAA, GDPR, NHS DSP Toolkit, SOC 2, or others), even if certification comes later?
Would you be open to a 20-minute architecture discussion before development begins? I'd like to walk through the RAG pipeline, agent boundaries, vector storage strategy, and security model to ensure the system is designed for long-term scalability rather than simply delivering a functional prototype. -

Hi Oieksii, Do you have the healthcare documents ready for the RAG pipeline, or will the project start with synthetic/sample data?