Kyros – AI for Actuaries

Using sophisticated predictive analytics, Kyros loyalty forecasting solutions help you manage liability, predict accurate financial returns, and make faster and more informed decisions. I architected and built the multi-petabyte actuarial AI/ML platform using Databricks (Spark), Airflow, and MLFlow on Azure.

Kyros Insights, Chicago, IL

Architected a production-ready AI/ML SaaS platform for actuarial risk analysis for rewards programs for American Express, Hilton Hotels, United Airlines, and more.

Challenged to take an actuarial ML and AI platform from a developer’s POC to a production-ready system.

• Architected and built a novel ML/AI platform on Azure Databricks (Spark) with MLFlow & Airflow
• Increased operational efficiency, reducing analysis runs from 2 weeks to 2 days
• Reduced hardware footprint by 90% – going from 60,000 CPUs to 6,000, resulting in massive cost savings. 

Technologies used: Python, Databricks, Spark, Azure, Postgres, MLFlow, Airflow, Azure Data lakes, Azure DevOps

 

stoneric
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