Systems, Architecture and Systems Architecture

Marcelo Ramirez

Machine Learning

2025-05-03

Considerations for AI in Business Ecosystems

I had the opportunity to deliver a high-level presentation on how solutions architecture plays a pivotal role in the implementation of AI and ML from a tactical perspective. The session was engaging, with a majority of the audience being product owners eager to understand the intersection of cloud solutions and AI/ML innovation. Based on my Continue reading

Machine Learning

AI, Cloud Computing, ML, Solutions Architecture
2025-04-13

Building Effective ML Systems: The Engineer’s Influence

[The ML system does not] sit on top of the business and then goes and finds data by itself… it is the careful effort of the engineers that feeds the data into the [ML] system… – Cassie Kozyrkov Continue reading

Machine Learning

AIInfrastructure, DataDriven, DataEngineering, MachineLearning, MLOps