Academic Notes and Course Index
A stable entry point for course notes, study materials, statistics essays, and academic reference pages.
A personal note on winning the Swift Student Challenge 2026 with Harmonic Convergence, an interactive Swift Playground about Independent Component Analysis.
Read full postA note on rebuilding personal AI workflow from the root: not just using stronger models, but designing a living cognitive system with memory, tools, metabolism, and self-correction.
Read full postHow splitting roles across agents—architect, reviewer, and scout—reduced cognitive load while restructuring a project during exam prep.
Read full postA worked 2-2-1 neural network example showing initialization, forward pass, backpropagation, and one gradient descent update.
Read full postA worked Bayesian linear regression example showing the design matrix, posterior derivation, MLE vs MAP, and predictive uncertainty.
Read full post1. Product Overview Product Name: Inserable Target Platform: macOS Tech Stack: Swift + SwiftUI Core Function: Manage image assets for Hugo blogs, auto-rename images, and generate Markdown image-reference text. …
Read full postIf academic disciplines can induce Stockholm Syndrome, I think I’ve caught it. Or rather, I’ve been completely and utterly brainwashed by my major. The version of me who barely passed middle school math, …
Read full postA stable entry point for course notes, study materials, statistics essays, and academic reference pages.
A structured index for active non-academic writing, projects, audio notes, and personal essays.