Blog

Every once in a while I write things on here:

• 20 Jan 2026     Golden Datasets: The Essential First Step for AI-Powered Apps

• 13 Jan 2026     The Power of Moving LLM Reasoning into Latent Space

• 08 Jan 2026     The Year of Creation!

• 11 Dec 2025     How to generate diverse LLM responses

• 02 Dec 2025     Jobs to be done for ML features

• 20 Nov 2025     UX Patterns for AI Features

• 13 Nov 2025     How does fine-tuning change a model’s provenance?

• 28 Oct 2025     Beyond the Basics of Claude Code

• 21 Oct 2025     Data shapes design

• 15 Oct 2025     Working with me

• 08 Oct 2025     You seriously need to look at the data

• 19 Sep 2025     ML metrics in production

• 07 Sep 2025     Minimum data needs for ML models

• 28 Aug 2025     Customer discovery for AI features

• 04 Aug 2025     How Extra Compute Can Backfire in Language Models

• 28 Jul 2025     How to use LLMs for Classiciation

• 17 Jul 2025     Paper Club: Qwen3 Embeddings

• 11 Apr 2024     ML Ethics Primer

• 06 Mar 2024     Your architecture decision is probably wrong, and that’s okay

• 18 Feb 2024     On Banned Applications in the EU AI Act

• 20 Jul 2023     Identifying AI-generated music and voices

• 18 Apr 2023     The Challenges of SaaS in the Creator Economy

• 06 Mar 2023     Common failure modes of machine learning projects

• 20 Feb 2023     Extreme emotion as a gift

• 16 Feb 2023     Thinking while walking

• 23 Jan 2023     Book Thoughts: The Untethered Soul

• 12 Jan 2023     The case for 1-week sprints for ML teams

• 06 Jan 2023     Favorite Books of 2022

• 18 Apr 2019     AI vs ML: some definitions

• 01 Mar 2019     Data ethics and explainability

• 27 Feb 2019     Monoidal Categories and other fun

• 01 Jun 2018     The 2018 Data Science Track for Boulder Startup Week

• 18 Jan 2018     Fun with RNNs at Analyze Boulder

• 19 Feb 2017     Deep Learning: a study guide

• 04 Feb 2017     Dispatches from the past: 2016 Rocky Mountain DataCon

• 21 Jan 2017     How to run a meetup event

• 16 Jan 2017     Salary negotiation for newbies

• 03 Jun 2016     I’m on a podcast!

• 27 Mar 2015     Intro to Data Science Workshop

• 05 Mar 2015     An Ode to Snake Lines

• 06 Feb 2015     Try Less, Think More

• 07 Jun 2012     Yet Another Useless Chart

• 03 Jun 2012     Going for it at Ignite Boulder 18

• 28 May 2012     Wordcloud Fun

• 25 May 2012     Using Jekyll Bootstrap for this Website