Live Full-Stack PDF Insights Pipeline: Flask + AWS S3 + React UI

Live demo of a full‑stack pipeline pulling PDFs from S3, processing with Flask, embeddings and NLP, and delivering personalized recommendations via a React UI.

Overview

I’ll walk through the end-to-end architecture of a full-stack web application that automates product insights and user recommendations using AI. The app uses a React front-end with a Flask backend API to process data pulled from AWS S3 storage, combined with embeddings and basic NLP to make personalized suggestions. This demo will focus on the technical layers, including React component rendering, Python data pipelines, secure REST API routes, and cloud orchestration via AWS.

Tech stack