May 15, 2025
Building Intelligent Automation Systems
The discipline of small agent counts, and what nobody tells you about the long tail of production failures.
AutomationAI AgentsProduction ML
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Blog
Thoughts, insights, and explorations on data science, AI, and technology.
May 10, 2025
Data Science in Practice: Real-world Applications
Three projects where the modeling was the easy part, and why data science is mostly translation work.
Data ScienceTranslationPractitioner Notes
May 5, 2025
The Future of AI in Business Operations
Four patterns showing up in real AI deployments, and why the value is going to live in the unglamorous middle.
AIEnterprisePatterns
April 28, 2025
Machine Learning for Predictive Analytics
Three forecasting projects that worked and didn't, and the validation strategy nobody asks about until it's too late.
Machine LearningForecastingValidation
April 20, 2025
Building Cloud-Native Data Architecture
The parts of cloud architecture that don't fit on the diagram, and why subtraction is the actual creative act.
CloudAWSArchitecture
April 15, 2025
Data Ethics and Responsible AI
Why most AI ethics writing is the problem it's trying to describe.
EthicsResponsible AIPractice
April 8, 2025
Data Visualization Best Practices
Why subtraction is the discipline in data visualization.
Data VisualizationDesignCraft
April 1, 2025
NLP for Customer Insights: Beyond Sentiment Analysis
The limits of sentiment dashboards, and the techniques that actually surface what customers are saying.
NLPCustomer ResearchPractice
March 25, 2025
The Art and Science of Data-Driven Decision Making
Why "data-driven" is a phrase that's been hollowed out by repetition.
Decision MakingData StrategyJudgment
March 18, 2025
The Intersection of Music and Data Visualization
Why music has been the original data visualization all along.
MusicData VisualizationNotation