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

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SQL Window Functions Made Simple

SQL Window Functions Made Simple

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3 min read
Turning Japanese press releases (PR TIMES) into an LLM-ready dataset in 5 minutes

Turning Japanese press releases (PR TIMES) into an LLM-ready dataset in 5 minutes

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3 min read
NFL playoff odds after Week 1 (2026): why my Monte Carlo model barely trusts a 31-10 win

NFL playoff odds after Week 1 (2026): why my Monte Carlo model barely trusts a 31-10 win

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5 min read
Taming Agent Context Inflation: Integrating OpenViking for Cache-Aligned RAG and Token Optimization

Taming Agent Context Inflation: Integrating OpenViking for Cache-Aligned RAG and Token Optimization

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3 min read
I Built a Mini-GPT From Scratch to Actually Understand Transformers (Not Just Copy Code)

I Built a Mini-GPT From Scratch to Actually Understand Transformers (Not Just Copy Code)

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3 min read
getqueryly: MCP Server and API for AI Data Analysis (CSV to Charts in Minute)

getqueryly: MCP Server and API for AI Data Analysis (CSV to Charts in Minute)

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3 min read
I wrote down the pass mark before the test. Then I failed it.

I wrote down the pass mark before the test. Then I failed it.

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6 min read
A data migration isn't done until every row is accounted for

A data migration isn't done until every row is accounted for

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4 min read
I counted every move of 91 million chess games. Here's what I learned.

I counted every move of 91 million chess games. Here's what I learned.

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2 min read
How Long Would It Take to Crack Your Password?

How Long Would It Take to Crack Your Password?

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Modeling Bitcoin volatility with a Markov-switching model

Modeling Bitcoin volatility with a Markov-switching model

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2 min read
5 ways your ML model's score is lying to you

5 ways your ML model's score is lying to you

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3 min read
Your Backtest Can Pass for the Wrong Reason: 5 Python Checks Before Deployment

Your Backtest Can Pass for the Wrong Reason: 5 Python Checks Before Deployment

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3 min read
Making UltraRAG retrieval cheaper with stable prompt prefixes

Making UltraRAG retrieval cheaper with stable prompt prefixes

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3 min read
Designing a Production-Ready Data Science Pipeline: From Raw Events to Monitored Models

Designing a Production-Ready Data Science Pipeline: From Raw Events to Monitored Models

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5 min read
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