Sehat
Sehat: voice-first multilingual medical triage for India's 700M underserved (PS2: Break the Barriers).
Core trick
Routes transcribed Indian-language speech into a reasoning model that grades triage severity, with a fast keyword pre-check for emergencies.
Description
Sehat: voice-first multilingual medical triage for India's 700M underserved (PS2: Break the Barriers). Speak symptoms in 7 Indian languages, Opus 4.6 extended thinking performs visible clinical reasoning, classifies severity, generates bilingual action plans with printable doctor cards.
Opus 4.6 does what no other model could: structured medical reasoning across code-switched languages (Hinglish, Tanglish), WORST-FIRST triage mirroring clinical ESI/MTS, culturally aware warnings on dangerous home remedies. The thinking chain IS the product.
Two-layer emergency detection catches emergencies in <50ms. Period Health Companion breaks a deeper barrier: 71% of rural Indian girls don't know about menstruation before their first period. Women log cycles, get AI predictions, ask about PCOS in their language. First explanation without shame.
Iterated from text triage to voice loops, emergency bypass, period health, dashboards. Solo build with Claude Code + Sarvam AI for Indian STT/TTS.
README excerpt
# Sehat (सेहत) — AI Medical Triage for 700 Million **Voice-first, multilingual medical triage agent for India.** Powered by Claude Opus 4.6 with extended thinking. > *"Doctors in Tamil Nadu don't speak Hindi. I couldn't explain my chest pain."* — Migrant worker, healthcare access study > > Sehat puts a multilingual first-responder in every pocket. It does NOT diagnose — it triages. --- ## The Problem - **1:11,082** doctor-to-patient ratio in rural India (vs 1:811 national average) - **80%** of doctors concentrated in urban areas, while **70%** of population is rural - **53%** of emergency physicians report critical incidents caused by language barriers - **71%** of adolescent girls don't know about menstruation before their first period - **1.6 million** Indians die annually from poor quality of care — more than from lack of access ## What Sehat Does 1. **Speak or type** symptoms in any of 7 Indian languages (Hindi, Tamil, Telugu, Marathi, Kannada, Bengali, English) 2. **Opus 4.6 reasons** through clinical triage protocols with visible extended thinking — you see the AI's medical reasoning in real-time 3. **Severity classification**: Emergency → Urgent → Routine → Self-care 4. **Bilingual action plan**: where to go, what to tell the doctor, what NOT to do — in English + patient's language 5. **Printable doctor card**: Take a bilingual summary to your clinic visit --- ## Features ### Core Triage - **7 Indian Languages** with Hinglish/code-mixing support - **Voice Con