All work
retrievalLead · 2025

MaaSathi AI

A Bangla voice-first maternal-health companion for mothers, CHWs, and families.

Mretrieval · 2025
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
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