Hi, I'm Roy.
I help teams take ideas for AI and data science and turn them into working systems.
My best work happens when operators, engineers, and domain experts are in the same room. I connect the dots, try things out, and make sure what we build holds up in practice.
A little about me
I’m an AI and data science practitioner with experience across the whole lifecycle of delivering solutions, from framing the right questions through to building models, deploying them into production, and managing them with MLOps. I’ve spent much of my career at the intersection of analytics, product, and applied machine learning, helping teams move from experimentation to systems they can trust.
What I enjoy most is working closely with domain experts, engineers, and operators to test ideas quickly and turn them into tools that make a difference. I care deeply about responsible adoption of AI and often share what I’ve learned through workshops, mentoring, and writing.
Quick notes
- Based
- Australia.
- Toolbox
- Python, SQL, PyTorch, scikit-learn, Hugging Face, LangChain, FastAPI, Azure ecosystem, Databricks, Docker, MLflow, Power BI, and Streamlit.
- Currently
- Working in a high-performing AI team at a global mining organisation, delivering AI solutions that support operations around the world.
- Outside work
- I enjoy long runs, a good poker game, and exploring options trading strategies.
Latest writing
Sharing what I learn about building and using AI.
Let's chat
Whether you’re building something new, troubleshooting an AI workflow, or just curious about applied AI, I’d love to connect.