Principal AI/ML Engineer based in Melbourne, Australia, with 18+ years of experience designing and delivering scalable, secure, and production-grade systems across AI/ML, cloud, and DevSecOps.

I specialise in end-to-end AI/ML engineering — from solution design and model development to deployment, platform engineering, and production operations. My work focuses on building systems that are not only intelligent, but also reliable, observable, and secure at scale. Proudly serving clients in Melbourne, Victoria, and across Australia.

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🚀 What I Do

• Design and architect AI/ML solutions for real-world business problems
• Build and operate MLOps platforms and large-scale ML pipelines
• Deliver AI-powered automation and intelligent document processing systems
• Lead production deployments with a focus on performance, scalability, and reliability
• Mentor engineers and data scientists to uplift team capability

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🛡️ Cloud, Security & Platform Engineering

I bring a strong foundation in DevSecOps and cloud engineering, ensuring that every system is built with security and operational excellence from day one.

• Secure CI/CD pipelines using Bitbucket, GitHub Actions, Terraform, and CloudFormation
• Automated security testing, threat modelling, and vulnerability management
• Infrastructure as Code (Terraform, Bicep, CloudFormation) for scalable environments
• Cloud architecture and optimisation across AWS and Azure

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🛠 Core Expertise

AI / ML

• Machine Learning, NLP, Deep Learning
• MLOps, model deployment, pipeline engineering
• Python, TensorFlow, PyTorch, Scikit-learn, LangChain

Cloud & DevSecOps

• AWS, Azure
• Terraform, Bicep, CloudFormation
• CI/CD, platform engineering, security automation

Leadership

• Mentoring and growing engineering teams
• Driving best practices across AI, platform, and security
• Cross-functional leadership across engineering and data teams

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🎯 Approach

I focus on delivering practical, production-ready AI systems — balancing innovation with reliability, security, and long-term maintainability.

My goal is simple:
Build systems that scale, teams that grow, and solutions that create real impact.