Resume

Building scalable data and AI platforms. Enabling product and ML teams with reliable data flows, observability, and governance.

• Partnered with an AI product team to build an end-to-end data pipeline for an LLM-based classification product, enabling them to ship and evaluate features faster
• Built observability for the AI chatbot product: monitoring and alerting on model and guardrail usage, and security logging to enable rapid threat detection and response
• Made evaluation data available across the AI product stack for multiple teams, enabling them to assess model behaviour and iterate responsibly
• Securely enabled ML engineers to use coding agent workflows; improved self-service guides and created a shared SageMaker environment for safe learning across teams
• Established platform support for LLM Observability in Langfuse with security review (access controls, threat model), documentation and knowledge-sharing

Building scalable data and AI platforms.

• Streamlined developer workflows; helped teams onboard quality data and refine data contracts and transformations for downstream and AI/ML use
• Built data pipelines supporting analytics and ML teams
• Implemented CI/CD and infrastructure-as-code (CloudFormation, Terraform, CDK) for reproducible, reliable AWS deployments
• Built and extended features across Snowflake, DBT, and Airflow platforms; automated DBT test results into the data catalogue
• Developed SageMaker features and automation to expand ML team self-service capabilities
• Improved ledger data ingestion time via streaming-style ingest and pipeline design, with observability and governance
• Supported data governance and quality initiatives to improve insights and compliance

Building observability and monitoring platforms.

• Built components of an observability platform covering logs, metrics, and traces
• Built a custom distribution of the OpenTelemetry Collector
• Automated TLS/mTLS certificate administration
• Created dashboards and alerts in Sumo Logic and Grafana

Developer Experience and infrastructure work.

• Automated GitHub onboarding/offboarding via IdentityNow and SSO integration
• Built an app to track GitHub SSO uptake and post daily Slack reports
• Provided support on GitHub, CI/CD, AWS, and Developer onboarding

Graduate program and early career development.

• Completed graduate development program, building foundational skills in DevOps, cloud infrastructure, and platform engineering

Digital transformation and technology advisory.

Communications and publishing coordination.

Publishing and editorial work.

Higher Ed. Diploma of Information Technology

Coder Academy (2019)

Master of Communication (incl. Diploma of Editing and Publishing)

RMIT (2010 - 2016)