AI Smart Vision for Housing Management
University Capstone Project
A housing management system for detecting housing changes annually in Hanoi.
- Team size: 5 members, coordinating across 3
technical specialties (AIE, DE, SE).
- Role: OutSystems Developer, contributed to 40% of the total
codebase.
- Integrated ML model API to analyze 100+ satellite images (2GB+) with
85% accuracy in house detection.
- Built high-performance API processing 70+ houses/second, storing data for
10,000+ houses in SQL Server.
- Optimized visual rendering of 200+ house bounding boxes in < 5
seconds per image.
- Created 3 interactive dashboards visualizing housing data across 10+ urban
areas for data analysis.
- Developed export functionality for 10,000 records in 4 formats, processing in <
40 seconds.
OutSystems
P5.js
jQuery
JavaScript
CSS
REST APIs
SQL Server