Project 07 · Full-Stack · Data Engineering

ScrapFlow

Automated ETL and web-scraping workflow tool designed to extract, clean, and structure raw web data for downstream AI/ML analysis.

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Overview

ScrapFlow is an automated ETL and web-scraping workflow tool designed to extract, clean, and structure raw web data for downstream AI/ML analysis. It features a full business dashboard for intuitive data exploration and management.

The platform automates the entire data pipeline — from identifying and scraping target web sources, through data cleaning and normalization, to storing structured results in a relational database. The React-based frontend provides real-time analytics for inventory, purchases, and performance metrics.

Architecture

Target Web Sources ↓ Python Automated Scrapers (BeautifulSoup / Selenium) ↓ Data Cleaning & Normalization Layer ↓ Structured Relational Database ↓ React Frontend Dashboard ↓ Inventory & Purchase Analytics Visualization ↓ Clean Datasets Export for ML Pipelines

Key Features

Automated Web Scraping: Periodic data extraction from target web sources using BeautifulSoup and Selenium.
Data Cleaning Pipeline: Dynamic cleaning and structuring of raw scraped data into normalized formats.
Real-time Dashboard: Interactive React frontend for inventory tracking, purchase management, and analytics.
Supplier Management: Full supplier and supply chain tracking with performance metrics.
Analytics Visualization: Material distribution, cost analysis, and performance reporting charts.
ML-Ready Export: Export-ready formatting for downstream machine learning model training.

Platform Interface

Business Dashboard

Overview of purchases, sales, inventory, and gross profit.

Purchases Management

Add and manage purchase entries with supplier details.

Inventory Tracking

Real-time stock tracking and threshold monitoring.

Reports & Analytics

Performance analytics and material distribution charts.

Tech Stack

Frontend

React Tailwind CSS Recharts

Backend

Python FastAPI ETL Pipeline

Database & Storage

PostgreSQL SQLite

Scraping & Data Engines

BeautifulSoup4 Selenium Pandas