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IO
02Expertise

Where I do my best work.

Six disciplines that show up in every engagement, sharpened across banking, betting, commerce, big tech, health tech and consulting.

01

Cloud Data Platforms

Architecture and build-out across all three hyperscalers: lakehouse foundations, governed warehouses, and the plumbing that keeps them cheap and fast.

  • GCP
  • AWS
  • Azure
  • Databricks
02

Streaming & Real-Time

Event-driven pipelines that stay correct under load, from Pub/Sub, Kinesis and Event Hubs through to sub-second analytics and alerting.

  • Dataflow
  • Pub/Sub
  • Kinesis
  • Event Hubs
03

Agentic AI & MLOps

Production ML and LLM systems on enterprise data: feature stores, Vertex AI endpoints, evaluation, guardrails and the CI/CD that makes them shippable.

  • Vertex AI
  • Agents
  • RAG
  • MLOps
04

Data Modeling & Warehousing

Dimensional and lakehouse modeling, warehouse migrations, and complex ETL structures built to survive a decade of changing requirements.

  • BigQuery
  • Redshift
  • Synapse
  • Snowflake
05

Platform Engineering

Infrastructure-as-code, CI/CD and cost control with Terraform, Kubernetes, Cloud Build and Composer, so platforms stay auditable and cheap in production.

  • Terraform
  • Kubernetes
  • CI/CD
  • FinOps
06

Leadership & Delivery

Building and mentoring engineering teams, owning technical oversight of partners, and acting as the bridge between C-suite stakeholders and delivery.

  • Team building
  • Mentoring
  • Stakeholders
  • Strategy
  • BigQuery
  • GCP Dataflow
  • Pub/Sub
  • Vertex AI
  • Databricks
  • Apache Spark
  • Apache Beam
  • Apache Airflow
  • Terraform
  • Kubernetes
  • Azure Data Factory
  • Azure Synapse
  • AWS Glue
  • AWS Kinesis
  • Amazon Redshift
  • Snowflake
  • Python
  • Scala
  • Java
  • SQL
  • MLOps
  • Agentic AI
  • CI/CD
  • BigQuery
  • GCP Dataflow
  • Pub/Sub
  • Vertex AI
  • Databricks
  • Apache Spark
  • Apache Beam
  • Apache Airflow
  • Terraform
  • Kubernetes
  • Azure Data Factory
  • Azure Synapse
  • AWS Glue
  • AWS Kinesis
  • Amazon Redshift
  • Snowflake
  • Python
  • Scala
  • Java
  • SQL
  • MLOps
  • Agentic AI
  • CI/CD