Insights
AI engineering notes
Architecture notes and lessons from healthcare AI, RAG, and generative AI projects.
Building HIPAA-Aligned Agentic Triage with Mastra
How to structure multi-agent healthcare intake with risk stratification, routing, and physician oversight — without treating clinical AI like a chatbot demo.
healthcare AIMastraagentic workflowsHIPAA
Read article →Multilingual YouTube RAG: Architecture Notes
A practical retrieval pipeline for long-form video: transcript embedding, FAISS search, multilingual models, and session-aware Q&A with Gemini.
RAGFAISSmultilingualYouTubeGemini
Read article →From Prompt to CAD: Text-to-Floor-Plan with FLUX
A two-stage pipeline for layout generation: fine-tuned FLUX.1-dev for raster plans, then OpenCV raster-to-vector export for DXF and JSON metadata.
generative AIFLUXCADfloor planscomputer vision
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