About Me

I currently work in BizOps at Brain Co. Previously I was at Citadel Securities (VP, Office of the COO), Bain & Company (mostly in the PE team) and Workforce.com (BizOps).

I currently live in San Francisco. Previously I was in New York, and before that, Sydney.

Outside of work I enjoy reading, writing and building things.

Email: [email protected]


Blog Posts

Intelligence is cheap. Context is expensive.

The models are smarter than you, you just have more context

August 23, 2025 AI DRAFT

Building a Hierarchical Agent for Scheduling

I needed an agent to do workforce scheduling. One-shot prompting failed, so I built a hierarchical system instead. This post walks through the architecture and the tradeoffs.

March 26, 2025 projects AI tech

First-party software

The economics of building software are changing

March 22, 2025 AI projects tech

Can LLMs solve complex scheduling problems? (custom eval)

An analysis of LLMs' ability to construct constraint-optimized employee schedules

November 2, 2024 projects AI DRAFT

Maximizing performance on bespoke evals

A simple framework for iterating quickly to identify what works when building with LLMs

September 21, 2024 projects AI

Recent projects with LLMs

A handful of recent projects with LLMs

September 6, 2024 AI projects

Executive leverage

Why many executives spend time on 'minor' details, and why it is rational to do so

July 6, 2024 DRAFT

[Project] Building an Agentic Chatbot

Improving LLM capabilities through increased runtime compute and better specialization.

June 18, 2024 AI tech projects DRAFT

Autonomy in chess vs markets

Most market-driven activity has different properties than chess that will result in less human-centricity

May 26, 2024 economics AI DRAFT

Finetuning vs in-context learning

Fixed-cost economics mean it is unlikely that dramatically longer context windows will replace fine-tuning

April 2, 2024 AI economics

Getting things done: fast or efficient?

Speed and efficiency are often at odds in project management; it is worth considering which you are optimizing for

January 3, 2024 project-mgmt

Do consultants add value?

Explaining the gap between perception and reality of what consulting firms are selling

June 6, 2023 consulting

'The Nature of Technology'

Review of Brian Arthur's fascinating theory of the true nature of technology and the resulting implications

May 11, 2022 progress economics tech