Enterprise SaaS platform with embedded AI/ML/DL for predictive intelligence, automation, and insight
- 🏢 AI-Powered Real Estate Marketplace & Property Management System
PropVision360 is a full-featured AI-driven platform combining:
- A scalable real estate marketplace for buying, selling, and renting
- A smart property management system (SaaS) for landlords, agencies, and companies
- AI/ML models for automation, pricing predictions, trend forecasting, and smart insights
It supports multi-role onboarding, rich property data ingestion, predictive maintenance, tenant-landlord workflows, CRM automation, financial intelligence, and a multilingual real-time experience.
| Layer | Technologies Used |
|---|---|
| Language/Backend | Python 3.12, Django 5.2, Django REST Framework |
| Frontend | Next.js 15 (React 19), Tailwind CSS, shadcnUI, aceternityUI |
| API Auth | JWT (DRF SimpleJWT), OAuth 2.0 for social login |
| Mobile (Planned) | Flutter with same DRF APIs |
| Database | PostgreSQL 16 with PostGIS for geospatial support |
| Real-time | Django Channels, WebSockets |
| Maps | Leaflet.js + Isochrone Mapping + Heatmaps |
| Task Queue | Celery + Redis, monitored by Flower |
| Caching | Redis (sessions, search filters, alerts) |
| Server Stack | Gunicorn, Uvicorn, Nginx, HAProxy |
| DevOps | Docker + Docker Compose, GitHub Actions (CI/CD), Blue/Green Deployment |
| Monitoring & Logs | Sentry, Prometheus + Grafana, ELK Stack (Elasticsearch, Logstash, Kibana) |
| Permissions | django-guardian (RBAC), django-simple-history (auditing) |
- Residential & Commercial Listings
- Auto-price suggestions (ML-powered)
- Property metadata (Furnished, Sea View, Brand New, etc.)
- Virtual tours (360° + Matterport support)
- Smart tags & smart image classification
- Property document upload (title deed, floor plan)
- Price trend history, valuation over time
- NLP-powered natural language search + visual search
- Interactive maps (polygon search, radius search, clustering)
- Save searches, alerts, comparisons, favorite listings
- Agent profile + agency listing pages
- E-contract generation + e-signature
- Lease lifecycle (Sign, Renew, Terminate)
- Smart reminders (rent due, renewal)
- KYC validation with OCR/NLP
- Tenant dashboard: rent history, invoices, contracts
- Tenants raise requests (e.g., plumber, electrician)
- System checks if covered by contract (Free or Paid)
- Dynamic hourly rate set by landlord/agency
- Handyman marks attendance + GPS timestamp (start & end)
- Invoice auto-generated: hours × rate + material cost
- Status updates sent to tenant with real-time tracking
- Admin dashboard to monitor vendor SLAs, SLA breaches, etc.
- Rent ledger per property/tenant
- Owner payouts, deposit management, late fees
- Auto invoices (PDF/email)
- Online payments via Stripe/PayPal
- Profit/Loss, tax reports, P&L, ROI calculations
- Multi-year projections via LSTM models
- Lead capture + ML-based lead scoring
- Broker pipeline with Kanban board
- Zoom/Google Meet meeting scheduler
- Smart CMA (Comparative Market Analysis)
- WhatsApp/Email/SMS campaign system
- QR-code tagging for ACs, fridges, pipes, appliances
- Warranty expiry alerts
- Service history database
- Vendor contract & documentation uploads
| Category | Features |
|---|---|
| Price Prediction | LSTM/XGBoost models predict rent/sale prices based on 15+ attributes |
| NLP Intelligence | Auto-descriptions, contract clause analysis, review sentiment |
| Computer Vision | Damage detection, room style tagging, GAN-based staging recommendations |
| Chatbot | LangChain-powered RAG system for lease help, market trends, onboarding |
| Smart Recommender | TensorFlow Recommenders / LightFM for suggesting similar properties |
| Fraud Detection | Isolation Forests, DBSCAN, anomaly detection for fake/outlier listings |
| Forecasting | Rent trends, demand prediction, churn prediction per area/building |
| Auto-fill Assistant | NLP-suggested lease clauses & automated contract completions |
- Real-time reports per area/building/city
- Investment ROI and valuation analyzer
- Gentrification mapping via historical/comparative metrics
- Rent vs Buy analyzer
- ESG & Carbon footprint scoring
- Area demand & conversion heatmaps
- Weekly email newsletters with trends for agents/owners
- Tech: Flutter, connecting via JWT-secured DRF APIs
- Features:
- Map search + polygon
- Property uploads (image, video)
- Tenant dashboard
- Maintenance tracker
- Real-time chat + push notifications
- JWT, OAuth2, 2FA
- GDPR, CCPA, ISO 27001 architecture
- PII detection, redaction engine
- Audit logs + simple-history
- Secure data at rest/in-transit (AES/GPG)
- WAF protection + real-time alerting (Prometheus)
| Platform | Badge Link | Profile URL |
|---|---|---|
| GitHub |  |
https://github.com/azharsaleem18 |
| Kaggle |  |
https://www.kaggle.com/azharsaleem |
 |
https://www.linkedin.com/in/azhar-saleem | |
| YouTube |  |
https://www.youtube.com/@TheAzhar189 |
 |
https://twitter.com/azhar_saleem18 | |
 |
mailto:azhar@azhar189.com |
Built with ❤️ by Azhar Saleem to revolutionize real estate tech through next-gen AI + SaaS innovation.