Since 2010, I've built the systems banks, insurers and governments cannot afford to get wrong. The hard part was never the model. It is shipping AI into production, passing the audit and keeping it running.
Today that means MLOps/LLMOps, RAG and agentic workflows across AWS · Azure · GCP. Master of AI at Monash University · Melbourne.
Before AI, I spent two decades on the systems underneath it. IBM and Oracle middleware, enterprise content management and BPM at FileNet, Documentum, Appian and UiPath scale. It is why the compliance conversation is not new to me.
Available for contract work in English and Spanish across AU · LATAM · Spain.
- Building open-source RAG and MLOps reference architectures for regulated environments
AI and LLM engineering
MLOps lifecycle
Code and data versioning
CI/CD and training pipelines
Experiment tracking
Model serving
Monitoring and observability
Cloud and DevOps
Languages
