Applied ML / RAG
In progressAug 2026 · Solo-built research project
CareFlow Intelligence
A synthetic-data, non-clinical research sandbox for bounded RAG, citation validation, and RAFT fine-tuning.
01 / Context
The problem
Clinical AI research needs strict boundaries, traceable evidence, and an explicit refusal path when the retrieved context is insufficient.
02 / Implementation
What I built
Built bounded document and data agents, citation checks, synthetic FHIR data flows, and a local-model fine-tuning path using public or synthetic sources.
- Current status
- In progress
- Evidence path
- 1 public link
03 / Current outcome
What exists today
A research environment for testing grounded retrieval and human approval gates without presenting clinical advice.
Boundary
What this page does not claim
Synthetic/public data only; non-clinical; not deployed as a clinical product.
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