Uzairkhan.dev

AI + AWS · 2025

Research Chatbot

Answers that scale on Lambda

Research Chatbot

Interface

Conversational

Scale

Lambda

Core

Context memory

Challenge

Research Q&A needed natural language with context, and a path that wouldn’t melt under spikes.

Solution

React UI + Node API with OpenAI, Lambda-backed scaling for bursty inference workloads.

ReactNode.jsOpenAIAWS Lambda