Personal Website
How my Next.js 16 personal site turns MDX posts into search, feeds, metadata, homepage updates, Admin Intelligence, and a theme-aware particle UI.
6 min read
onelonedatum
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Agents
A deep dive into Agents, my source-controlled catalog of portable AI agent skills, MCP configuration, shared instructions, docs, and validation tooling.
ProxyWhirl
Production-ready Python proxy rotation with auto-fetching from 114+ sources, 9 selection strategies, self-healing circuit breakers, and five interfaces.
Implementing Pathwise Coordinate Descent For The Lasso and The Elastic Net In Python Using NumPy
Explanations for Solving Some of the Most Popular Supervised Learning Algorithms
8 min read
Using Ridge Regression to Overcome Drawbacks of Ordinary Least Squares (OLS)
Weaknesses of OLS, Optimization to Obtain the Ridge Model Estimator, and an Implementation in Python Using Numpy
6 min read
Basics of Linear Regression Modeling and Ordinary Least Squares (OLS)
Context of Linear Regression, Optimization to Obtain the OLS Model Estimator, and an Implementation in Python Using Numpy
8 min read