Turning customer data into insights, insights into action, action into growth.
Melbourne Australia
Joined April 2014
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AI Agents for Analytics: 8 Case Studies From Real Companies
How Anthropic, OpenAI, Ramp, Pinterest, and others built AI analysts their teams rely on every day
open.substack.com/pub/future…
Harness Engineering for Data Teams
What it actually takes to build an AI harness for data, and why most teams aren’t ready
open.substack.com/pub/datapr…
From Activity to Intent: Generating User Journeys with LLMs
medium.com/pinterest-enginee…
5 Jev Use Cases for Analytics, with Real Queries and Datasets
motherduck.com/blog/jev-anal…
Thinking Fast & Slow for a Personalized Notification System
netflixtechblog.com/thinking…
AI Does (and Does Not) Work for Data Storytelling
AI accelerates data storytelling for people who already have the judgment to direct and reject it; without that foundation it just automates mediocrity and removes ownership
analyticshour.io/2026/09/29/…
Stanford Just Put an $850K/Year Skill on YouTube
Anthropic pays up to $850,000 for engineers who build self-improving AI agents. The Stanford course that teaches it dropped last week and one of the instructors helped build Claude
medium.com/dare-to-be-better…
How to tell a data story when your audience is hostile
Most advice about data storytelling assumes a receptive audience: people who want to understand, are open to being persuaded, and will act on what they learn. But that's not always the room you're in
roguepenguin.co.nz/post/how-…
How Expedia Group Builds AI That Lasts at Scale
A framework for how we build, deploy, and evolve AI systems for impact and scale
medium.com/expedia-group-tec…
Apply long-running coding agents to become a more productive engineer
towardsdatascience.com/how-t…
Technical skills are commoditising fast. Query-writing, dashboard-building, and report-generating are increasingly accessible to non-technical people via AI tools. If that's your entire value prop, you're competing with the tool
towardsdatascience.com/how-i…
Pinner Progression: Better Use-Case Representation Driving Weekly Active User Growth at Pinterest medium.com/pinterest-enginee…
Anthropic is telling you that Agentic Analytics is not just text-to-SQL
medium.com/data-science-coll…
Becoming a top 1% Claude Code user: the complete playbook no one else is sharing
pub.towardsai.net/becoming-a…
I Spent 6 Months Tuning Claude Code. Here’s the Exact Setup That Finally Worked
CLAUDE md, subagents, hooks, skills, worktrees, and the five MCP servers that earn their place
medium.com/data-science-coll…
Confessions of a Millennial in Tech
A lot of mixed feelings and unanswered questions
open.substack.com/pub/elenav…
How to build businesses faster and better with AI
The AI-first future demands a call to action for venture builders. The operating system of venture building has changed
mckinsey.com/capabilities/bu…
How to build an AI boardroom in Claude Code
Stop asking AI for answers. Make it argue with itself
open.substack.com/pub/steffi…
The AI Data Modeling Tax: Working On Human Readiness Before AI Readiness
The opportunity cost behind adding AI on top of your Data
open.substack.com/pub/modern…