Journal
Posts and long-form series on AI, startups, venture capital, and more.
All Posts
OrdinalEncoder: When Order Matters in Categorical Data
Explore OrdinalEncoder for categorical data where order matters. Learn how it works, its benefits, and implementation using the category_encoders library.
Measuring Success: EOS Metrics for Technology Organizations
How to develop and track meaningful metrics for EOS implementation in technology organizations, balancing technical and business indicators
Makefiles: The Unsung Hero of Python Development
Explore why Makefiles, though old-school, are invaluable for Python projects. Learn how they provide consistent, simple shortcuts for common dev tasks.
Atlanta Creek Restoration: Reviving Waterways for Wildlife & Community
A technical exploration of Atlanta's urban creek restoration projects, their engineering challenges, and environmental impact
Modern Python Package Publishing: PyGeoHash's New CI/CD Pipeline
PyGeoHash uses GitHub Actions, cibuildwheel, and PyPI's Trusted Publisher for automated, secure multi-platform Python package builds and publishing.
Crafting Fermented Hot Sauce: A Tangy, Flavorful Adventure
Unlock complex flavor with this easy lacto-fermented hot sauce recipe. Learn the foolproof method using just peppers, salt, and time for tangy, funky results.
Military-Style Decision Making: A Secret for Business Choices
How the structured military approach to decision-making can transform the way business leaders handle complexity and uncertainty
PyGeoHash Gets Type Hints: A Journey into Modern Python
Enhance PyGeoHash with comprehensive type hints and a new types module, improving developer experience and code quality for modern Python.
EOS in Action: Enhancing Product Development and Technical Operations
How to apply EOS principles to strengthen product development processes and technical operations while maintaining innovation and agility
Optimal Bankroll Management with Keeks: The Kelly Criterion
Dive into the Kelly Criterion, the foundation of optimal betting and bankroll management. Learn its theory, pros, cons, and implementation with Keeks.