Marcos Machado

Marcos Machado is an Assistant Professor in Industrial Engineering & Business Information Systems, focusing on Artificial Intelligence, Machine Learning, and Sustainable Industry applications. His research spans Financial Technology (e.g., credit risk assessment, fraud detection), Energy Efficiency in industrial contexts, and Circular Economy strategies for SMEs.

• Current research trends highlight hybrid AI models integrating traditional time series analysis
• Key domains: Retail banking, steel industry optimization, commodity price modeling
• Contributions to UN SDGs: Climate Action, Responsible Consumption, Industry Innovation

Recent activities include international collaborations and presentations on circular economy frameworks.