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Analytics
Real Estate Capital Group

PropSight Analytics

Empowering Real Estate Leaders with Big Data & Spatial Intelligence

Results
70%
Faster Market Analysis
3
New Markets Identified
$2M+
Informed Investment Decisions
PropSight Analytics
The Challenge

Analysts were navigating complex property markets through disconnected spreadsheets and static reports, missing time-sensitive investment opportunities.

Our Solution

Created a data visualisation suite that ingests large property datasets and renders interactive geospatial maps and trend dashboards in real time.

How We Built It

Our Process

01
Data Architecture

Audited five external data sources and designed a unified ingestion pipeline using AWS Data Pipeline and Python ETL scripts for daily refreshes.

02
Geospatial Modelling

Built a custom geospatial engine on top of PostgreSQL with PostGIS extensions, enabling polygon-level market segmentation at city and suburb scale.

03
Visualisation Layer

Created interactive map components and charting dashboards in Next.js, prioritising sub-2-second load times even for datasets exceeding 1M rows.

04
AWS Deployment & Security

Deployed on AWS with IAM role isolation per client, S3-backed export for reports, and CloudFront CDN for low-latency access across regions.

05
Client Training

Ran two onboarding sessions with the investment team, created an interactive help centre inside the app, and iterated on the UX based on analyst feedback.

Technology

Built With

Big Data ProcessingPythonGeospatial AnalyticsNext.jsPostgreSQLAWS Data Pipeline

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