While at Visa, Ted Harris was the product owner and lead developer of an internally facing product that provided high-performance real-time data orchestration and ML/AI capabilities to analytics products throughout Visa. In this role, Ted met with data science and products teams across Visa gathering requirements and worked with the infrastructure teams to design a product that:
- Met Visa’s strict SLA (scale to greater than 10K transactions per second with less than 10 MS response time for each request)
- Could be upgraded at will when new ML/AI technology emerged
- Was powerful enough to provide the best-in-class modeling capabilities
- Was easy for new hires to learn and use
- Was inexpensive to maintain and run
- Was secure enough to meet Sarbanes Oxley and other strict model governance requirements.
The solution was centered around a Visa proprietary data transformation and ML/AI language that Ted Harris invented and a rich set of graphical developer and admin tools. Critical to its ongoing success was the language’s ability to be run cross-platform (Linux, Windows, RTLinux) and cross-language (Python, C++, and Java) as well as a well-organized code base that enabled new developers to extend the platform quickly.
Associated Patents
- https://www.analyticalway.com/method-system-and-computer-program-product-for-controlling-genetic-learning-for-predictive-models-using-predefined-strategies/
- https://www.analyticalway.com/system-method-and-computer-program-product-for-using-artificial-intelligence-to-enhance-communication-for-computer-interfaces/
- https://www.analyticalway.com/automated-machine-learning-systems-and-methods/
- https://www.analyticalway.com/dynamic-network-analytics-system/
- https://www.analyticalway.com/ai-to-ai-communication/
- https://www.analyticalway.com/system-and-method-to-use-past-computer-executable-instructions-to-evaluate-proposed-computer-executable-instructions/
- https://www.analyticalway.com/systems-and-methods-for-generating-distributed-software-packages-using-non-distributed-source-code/
- https://www.analyticalway.com/continuous-learning-neural-network-system-using-rolling-window/
- https://www.analyticalway.com/system-and-method-to-use-past-computer-executable-instructions-to-evaluate-proposed-computer-executable-instructions-2/