DietDoctor AI / WhatsApp health agent
A personal AI dietician living entirely inside WhatsApp. Deterministic Python tools do the math — the LLM never miscounts a calorie.
Shweta built me — a streaming agent on her own homelab Kubernetes cluster, grounded in her real projects. No cloud APIs, no template. Try a topic from the field index, or ask me anything.
AGENT ANSWERS COME FROM A SMALL SELF-HOSTED MODEL — QUIRKS POSSIBLE. FACTS WORTH VERIFYING: EMAIL SHWETA.
DOC № SR-2026 · SHIPPED SYSTEMS
A personal AI dietician living entirely inside WhatsApp. Deterministic Python tools do the math — the LLM never miscounts a calorie.
Answers only from each patient's own records — Gemini vision OCR reads handwritten notes, hybrid retrieval cites every source. Zero cross-patient leaks.
Reads marksheets and IDs with GPT-4o vision, cross-checks identities, chases missing fields over email — and fills the form itself.
Ask a question in English; a Llama 3.3 ReAct agent writes and runs the Spark SQL over a Medallion lakehouse — autonomously.
An end-to-end streaming backbone with change-data-capture — the same class of pipeline she runs in production.