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Things I've built, and things I'm building.

Agentic AI experiments, people analytics tooling and data stories. New case studies land here as they ship.
Agentic AI· 2026

Workforce Action Brief

A customized newsletter written by an AI agent. It pulls workforce data from the Visier MCP server and turns it into a short brief of actionable insights tailored to each business leader.

  • Visier MCP
  • AI agent
  • Personalization
  • Automation
Enterprise build
Agentic AI· 2026

Workforce Cost Scenario Agent

A conversational agent for workforce planning. It calls Snowflake MCP tools to model team costs, department budgets and what-if hiring scenarios, and only connects to data when the user grants access.

  • Gemini
  • Snowflake MCP
  • Scenario modeling
  • OAuth
Enterprise build
AI literacy workshop· 2026

Cat or Not Cat?

An interactive game that shows why AI needs human purpose. Ten rounds of shouting "Cat!" until a tiger splits the room, and everyone learns that the definition matters more than the compute.

  • AI enablement
  • Facilitation
  • Change management
Workshop
Framework· 2026

Agentic HR Ops Playbook

Patterns for taking HR workflows from manual to agent-assisted: evaluation harnesses, escalation paths and the change management that makes it stick.

  • Evals
  • Workflow design
  • Change management
In the lab
Data story· 2018

How Rich Are the Crazy Rich Asians of Singapore?

An interactive look at income inequality in Singapore using official SingStat data, inspired by the film and by Teo You Yenn's This Is What Inequality Looks Like.

  • Tableau
  • Public data
  • Economics
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