You will get Automated Machine Learning Models for Real Estate & Finance
Project details
You will get a high-performance machine learning model tailored to your real estate or financial use case. With a PhD in Quantitative Finance and 7+ years of industry experience, I specialize in building advanced predictive systems like Automated Valuation Models (AVMs), risk indexes, and time series forecasting. The models I deliver are not only accurate but also fully documented and production-ready. Whether you're a startup, financial institution, or real estate agency, I will help you turn your data into actionable insights.
Machine Learning Tools
ArcGIS, Azure Machine Learning, BERT, Databricks MLflow, Google AutoML, Google Data Studio, H2O, Keras, Microsoft Excel, Microsoft Power BI, MLflow, NumPy, pandas, Python, Python Scikit-Learn, R, scikit-learn, SciPy, SPSS, SQL, Stata, Tableau, TensorFlow, Vertex AI, XGBoostWhat's included
| Service Tiers |
Starter
$100
|
Standard
$350
|
Advanced
$700
|
|---|---|---|---|
| Delivery Time | 5 days | 7 days | 10 days |
Number of Revisions | 1 | 2 | 3 |
Number of Model Variations | 1 | 3 | 10 |
Number of Scenarios | 1 | 3 | 3 |
Number of Graphs/Charts | 3 | 5 | 10 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | - | |
Source Code | - |
Optional add-ons
You can add these on the next page.
Additional Model Variation
(+ 3 Days)
+$100About Fabrizio
AI & Machine Learning | Artificial Intelligence, Neural Network, Quant
Rome, Italy - 9:21 pm local time
Currently working at Prelios, where I lead projects in real estate analytics and risk modeling. One of my key achievements includes the development of an Automated Valuation Model (AVM) with an accuracy range of 81–85%, improving asset valuation capabilities across the portfolio.
My expertise includes:
• Predictive modeling (forecasting, time series, supervised learning)
• Market efficiency analysis (VIX, Hurst exponent, multifractality)
• Composite index construction for measuring stock market inefficiency
Additional roles:
• LinkedIn Top Voice in Machine Learning, actively engaging with the data science community
• Peer reviewer for leading journals in applied statistics and quantitative finance
I hold a specialization in Applied Data Science from MIT and am now expanding my work as a freelance consultant, helping businesses design robust, interpretable, data-driven solutions.
Steps for completing your project
After purchasing the project, send requirements so Fabrizio can start the project.
Delivery time starts when Fabrizio receives requirements from you.
Fabrizio works on your project following the steps below.
Revisions may occur after the delivery date.
Review of requirements and dataset validation
Exploratory data analysis and feature engineering