Thiago Valentim

Tiago Valentim engineers machine learning systems and provides MLOps consulting through his firm Vital Signal, focusing on enterprise AI lifecycle implementation. His technical blog at vitalsignal.io explores Transformers architecture, Retrieval Augmented Generation, and PyTorch fundamentals. He documents software engineering practices and cloud-native deployment patterns for production machine learning systems. As a software consulting partner at Outcode Thinking, Valentim architects cloud platforms across AWS, Azure, and GCP environments. His work encompasses data platform engineering, scalable infrastructure design, and legacy system modernization. He specializes in implementing production-ready machine learning pipelines with automated deployment workflows. Valentim's consulting practice integrates data science methodology with DevOps principles and infrastructure automation. His technical advisory work helps enterprises establish data platforms, machine learning operations, and cloud-native architectures. He guides organizations through the full machine learning lifecycle from initial strategy through production deployment.