retrievalLead · 2025
MaaSathi AI
A Bangla voice-first maternal-health companion for mothers, CHWs, and families.
Bangla
voice-first UX
GraphRAG
with HyDE + rerank
Offline
Android sync
Overview
Bangla voice-first maternal-health platform spanning mother, doctor/CHW, and family workflows. Citation-grounded GraphRAG with HyDE and reranking, rules-first danger-sign triage, ML risk scoring, human escalation, and an offline-capable Android app.
- Led a Bangla voice-first platform across mother, doctor/CHW, and family workflows.
- Citation-grounded RAG/GraphRAG with HyDE, reranking, and fine-tuned query classification.
- Rules-first danger-sign triage, ML risk scoring, and human escalation paths.
- Offline Android data sync via Capacitor for low-connectivity environments.
Stack
Next.jsTypeScriptSupabaseRAGGraphRAGLangGraphCapacitor
Next project
Stayhand