Dana AI
Consumer financial assistant app
The question
Can a retrieval-grounded assistant give real financial guidance to underbanked customers in their own language, inside a shipped consumer app?
Backend services for Dana AI, a consumer financial assistant on Google Play for Bangladesh's underbanked millennials, Gen Z, and SMEs: a production RAG-based LLM assistant (LangChain, OpenAI, Gemini, Ollama) for multilingual financial guidance and product matching, built with the mobile team on app-to-backend integration.
how it is put together
Backend services and integration for a consumer-facing financial assistant, alongside the RAG-based assistants and eKYC services built for the same platform.
Connections
Other work that sits in some of the same fields. The overlap is what the map draws.