HalalScan AI – Ingredient Scanner & Analyzer App

01

The problem

The mobile product needed to turn label images into ingredient information users could inspect.

02

The challenge

The experience had to connect camera or gallery input with text extraction, ingredient analysis, and a readable history of results.

03

The solution

A React Native application with AI-based OCR and text analysis, detailed ingredient results, and scan history.

04

Founder’s contribution

Inaam’s published role is Lead React Native Developer and AI Integration Specialist.

05

Recorded technical result

Connected image capture, OCR, ingredient analysis, and saved scan results in a mobile interface.

Key implementation decisions

• Support both live label capture and images selected from the gallery.
• Expose the ingredient breakdown alongside the classification and scan history.

Workflow overview

Simplified from the recorded scope; not a production architecture specification.

1. 01Camera or gallery
2. 02OCR extraction
3. 03Ingredient analysis
4. 04Results + scan history