AI-Powered Chat Application
Intelligent chat app integrating the OpenAI API with real-time messaging and NLP.
FlutterOpenAI APIFirebaseReal-time
The Problem
Users wanted a conversational experience that felt instant while still leaning on large language models for natural-language understanding.
My Role
Full-stack mobile engineer integrating LLMs into a real-time chat product.
Approach
- Integrated the OpenAI API for natural-language processing and responses.
- Built real-time messaging on top of Firebase.
- Balanced streaming responsiveness against model latency for smooth UX.
- Handled conversation state, retries, and graceful error fallbacks.
Outcome
A responsive AI chat experience that combined real-time messaging with LLM-powered replies.