AI & ML Models

Boosting or Random Forests ?

Our expertise in handling trillions of records and terabytes of data can help you to achieve superior returns and reduce losses for any portfolio. Our models are built using the advance modeling techniques like Random Forests & Extreme Boosting . We use the latest libraries in Python and use GPU & TPU learning to improve performance and provide results in days rather than weeks and months.

 

 

Risk Modeling

Our deep learning based risk models can analyzes hundreds of risk factors including both external and internal factors as well as linear and non linear relationships. This analysis is then combined with correlation and co-variance matrices across Gaussian distribution to give you risk rating across economic life cycle.

 

Portfolio Valuation

Our advanced default and prepayment models are combined with our forward rate curves and current industry rates to give you the current portfolio valuation. This allows a portfolio manager to do more efficient tax and capital planning.

 

Customer Segmentation

Our advance visualization tools helps portfolio managers to drill down any portfolio and loan pools to find the attributes that are the most important.

 

Portfolio Management

Our Portfolio rating tool analyzes each portfolio from loan level up. This loan level analysis is then combined with correlation and co-variance matrices across Gaussian distribution to give you a single rating for your entire portfolio.

For Platforms

Credit Risk Framework

Credit Risk Framework

Our dedicated team of scientists can help you to build your credit risk framework from ground up. The Framework consists of processes for consistently rating the loans; a framework to create a risk culture in your organization and ease to scaling up seamlessly

Credit Modeling

Credit Modeling

Our researchers team has more than 50 years of experience in building credit models. We bring advance methods like Machine Learning and Neural networks to credit risk models so that you can be assured that you have one of the best models in the industry. Our Multifamily Equity Investment Report

Ratings Scorecard

 

Ratings Scorecard

With models built across various platforms we can help you to benchmark your data and models so that you can create investment framework that is comparable and consistent compared to the other industry players.

Superior Returns with better models

Superior Returns with better models

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