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14 articles on systems, algorithms, and things worth remembering

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March 28, 2025·4 min read·Deep Learning

Cat or not a cat with Logistic Regression: Part 1 - Understanding the Basics

A deep dive into binary classification using logistic regression, from fundamental concepts to practical implementation, with interactive examples and mathematical foundations

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March 17, 2025·7 min read·codeforces

Inside the Codeforces Ladder & User API System

A detailed overview of the algorithms and mathematical reasoning behind our Codeforces ladder and user APIs.

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November 26, 2024·3 min read·AI

Prompt Engineering: The Art of Sweet-Talking AI Models

A fun guide to mastering prompt engineering - from epic fails to pro tips!

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July 29, 2024·4 min read·guide

A Gradient Step at a time.

The adventure of me finding the answers.

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