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Data Science

Data Science allows us to extract meaning from and interpret data.

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I Replaced My sklearn Pipeline With Pure Rust. The Docker Image Shrank 400x

I Replaced My sklearn Pipeline With Pure Rust. The Docker Image Shrank 400x

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7 min read
Telegram Channel Analytics Without an API Key — Subscriber Counts Lie, Reach Doesn't

Telegram Channel Analytics Without an API Key — Subscriber Counts Lie, Reach Doesn't

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6 min read
If Your Score Always Agrees With You, You Built a Mirror

If Your Score Always Agrees With You, You Built a Mirror

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4 min read
The TomeVault Instruction Corpus (2026-07)

The TomeVault Instruction Corpus (2026-07)

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6 min read
The Fill Model Is Where Backtests Quietly Cheat

The Fill Model Is Where Backtests Quietly Cheat

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4 min read
My Machine Learning Project Taught Me More About Software Engineering Than Machine Learning

My Machine Learning Project Taught Me More About Software Engineering Than Machine Learning

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3 min read
Restaurant Health Inspection Data by City: APIs and Traps

Restaurant Health Inspection Data by City: APIs and Traps

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9 min read
TimesFM: Google's Foundation Model for Time Series, Explained for Developers

TimesFM: Google's Foundation Model for Time Series, Explained for Developers

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6 min read
Bad Retrieval Doesn't Show Up on the AI Bill. It Shows Up on the Review Queue.

Bad Retrieval Doesn't Show Up on the AI Bill. It Shows Up on the Review Queue.

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3 min read
From Keyword Matching to Semantic Understanding: Practical Lessons from Building a Local Semantic Search Engine

From Keyword Matching to Semantic Understanding: Practical Lessons from Building a Local Semantic Search Engine

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4 min read
Extra Trees: The Chef Who Stopped Tasting the Soup and Somehow Cooked Faster and Better

Extra Trees: The Chef Who Stopped Tasting the Soup and Somehow Cooked Faster and Better

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21 min read
Google's News API has been gone since 2016, and people still search for it

Google's News API has been gone since 2016, and people still search for it

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4 min read
I Pulled the Weight Table Out of a Basketball Sim. The Positions Form a Line.

I Pulled the Weight Table Out of a Basketball Sim. The Positions Form a Line.

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5 min read
Bagging in Machine Learning: Building Strong Models from Weak Learners

Bagging in Machine Learning: Building Strong Models from Weak Learners

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3 min read
Find startups the day they raise, before the press release, with 30 lines of Python

Find startups the day they raise, before the press release, with 30 lines of Python

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6 min read
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