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Writing, Technical notes

Think clearly.
Build with evidence.

Short notes from real work: algorithms learned by building, and what good training data actually takes.

Algorithms
2026-11-13
5 min read

DFS vs BFS, learned by building a maze

One generates the maze, the other escapes it. Building a game taught me what the textbook definitions never did.

Published
Data Annotation
2026-11-13
4 min read

What good training data actually takes

Annotation looks like drawing boxes. The real work is consistency: the same rule, applied the same way, a thousand times.

Published
These are original notes grounded in real projects, with references to the source material.