Systems, Architecture and Systems Architecture

Marcelo Ramirez

ML

2025-05-12

𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝗶𝗻𝗴 𝗮 𝗠𝘂𝗹𝘁𝗶-𝗘𝗻𝗲𝗿𝗴𝘆 𝗙𝗼𝗿𝗲𝗰𝗮𝘀𝘁𝗶𝗻𝗴 𝗣𝗹𝗮𝘁𝗳𝗼𝗿𝗺: 𝗔 𝗗𝗼𝗺𝗮𝗶𝗻-𝗗𝗿𝗶𝘃𝗲𝗻 𝗗𝗲𝘀𝗶𝗴𝗻 𝗣𝗿𝗶𝗺𝗲𝗿

In this series, I’ll present a step-by-step guide to designing a scalable cloud architecture for a multi-energy, multi-step forecasting platform. This first post focuses on applying Domain-Driven Design (DDD) to structure the problem space and lay the foundation for implementation. Drawing from the 2025 paper “A Multi-Energy Meta-Model Strategy for Multi-Step Ahead Energy Load Forecasting” Continue reading

Portfolio

AI, Cloud Architect, Cloud Computing, Energy, ML, Solutions Architecture
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