Property Inspector

About

Property Inspector is an AI-powered property management and inspection platform designed for the real estate industry. By analyzing property images with advanced computer vision models, it automatically detects damaged areas, structural issues, and wear-and-tear, then assigns a quality score to guide property managers, insurers, and real estate agents. This reduces the need for manual inspections, speeds up evaluation processes, and provides a consistent, unbiased assessment of property conditions.

Highlights

• Accuracy of AI Damage Detection: Variations in lighting and image quality affected detection. We solved this by training models on diverse datasets and applying preprocessing techniques like normalization and augmentation.
• Scalability for Large Portfolios: Property managers often upload thousands of images. AWS autoscaling with Docker containers ensured fast, concurrent processing.
• Data & inference infrastructure: Stored property records, inspection history, and scores in PostgreSQL; hosted image assets and scalable inference on AWS with Dockerized services.
• Integration with Legacy Systems: Many clients relied on outdated property platforms. We developed REST/GraphQL adapters for smooth integration with CRMs and listing systems.
• Consistent Quality Scoring: To avoid subjectivity, we built a rule-based scoring layer on top of AI detections, ensuring standardization across inspections.

Tech Stack