Description
Realtor BoostAI leverages AI to revolutionize real estate with advanced property valuation, predictive analytics, and personalized property searches. It integrates GPT-4 for a ChatGPT-powered sales representative and automates property management and risk assessment. The platform aids realtors and investors with precise valuations, market forecasting, and fraud detection.
Practical Use Case and User Story
As a real estate professional, I need a platform that offers advanced property valuation using AI, predictive analytics for market trends, and personalized property search. It should also include risk assessment and fraud detection, automate property management tasks, and provide enhanced sales support via ChatGPT integrated with WhatsApp. This will streamline my operations, improve decision-making, and enhance customer interactions.
Tech Stack Involved
AI & Machine Learning:
- Models: Custom-trained AI models for valuation, forecasting, and risk assessment.
- Libraries: TensorFlow, PyTorch, Scikit-learn. Natural Language
- Processing (NLP):
- Model: GPT-4 for conversational AI.
- Libraries: Hugging Face Transformers. Data
Analysis & Forecasting:
- Forecasting Models: Time series models and regression techniques.
- Libraries: Pandas, NumPy, Statsmodels.
- Integration & Communication:
- API: WhatsApp API.
- Integration Tools: RESTful APIs.
Technology Stack:
- Backend: Python, Flask or Django.
- Frontend: React.js or Angular.
- Database: SQL (PostgreSQL) or NoSQL (MongoDB).
- Cloud Services: AWS, Azure, Google Cloud.
- Data Visualization: Power BI, Tableau, or custom dashboards.
Deployment & Management:
- CI/CD: Jenkins or GitHub Actions.
- Containerization: Docker, Kubernetes.