Page 606 - AI for Good Innovate for Impact

AI for Good Innovate for Impact

Use Case-9: Receipt Guardian

Organization Details

Organization: Higher Colleges of Technology

Country: United Arab Emirates (Al Ain)

Mohamed Elsersy (melsersy@ hct .ac .ae)
Mariam Abdulwahab Alrayssi (H00412697@ hct .ac .ae)

1 Use Case Summary Table

Item Details
Category Accessibility, Financial Technology (FinTech), Family & Youth
Financial Education
Problem Addressed Manual expense tracking is inefficient, prone to errors, and lacks
family-wide visibility
Key Aspects of Solution • Mobile app with OCR
• Budget tracking and alerts
• Role-based sharing (parents/children)
• Security (AES-256, MFA)
Technology Keywords OCR, Android, Firebase, AES-256, Multi-Factor Authentication
(MFA), GitHub Actions, AWS, CI/CD
Data Availability Private (scanned receipts by users, no public datasets mentioned)

Metadata (Type of Data) Visual (receipt images), Text (extracted receipt info), User input
(budget, notes)

Model Training & Fine-Tuning OCR logic (pre-trained models adapted), error correction using
user input suggestions

Testbeds / Pilot Deployments Internal UAT and beta testing with >10 users, Android Studio
emulator, family use cases

Code Repositories Managed with Android Studio.

2 Use Case Description

2�1 Description

Context & Background: Managing personal finances and expenses is challenging, especially
for families. Parents often struggle to monitor children’s spending, and manual receipt storage
is outdated and time-consuming.

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