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Data Science

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

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I Built an LSM-Tree in Pure Python and Finally Understood How RocksDB and Cassandra Handle Millions of Writes

I Built an LSM-Tree in Pure Python and Finally Understood How RocksDB and Cassandra Handle Millions of Writes

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6 min read
Yes, another tree classifier. Here's what building one from scratch taught me.

Yes, another tree classifier. Here's what building one from scratch taught me.

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8 min read
Beyond the Naive Regex: Proper PDF Font Style Extraction

Beyond the Naive Regex: Proper PDF Font Style Extraction

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3 min read
My first data analytics projects

My first data analytics projects

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3 min read
Building GeoPrizm: Turning Global News Events into a Bilateral Relations Index

Building GeoPrizm: Turning Global News Events into a Bilateral Relations Index

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2 min read
We graded 13 famous trading strategies on 6 years of data. All 13 failed.

We graded 13 famous trading strategies on 6 years of data. All 13 failed.

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3 min read
Building a FastAPI Backend That Serves Live Satellite Imagery and Orbital Position

Building a FastAPI Backend That Serves Live Satellite Imagery and Orbital Position

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11 min read
Python for Machine Learning: The Complete Roadmap Nobody Told You About

Python for Machine Learning: The Complete Roadmap Nobody Told You About

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7 min read
We graded 13 famous trading strategies on 6 years of data. All 13 failed.

We graded 13 famous trading strategies on 6 years of data. All 13 failed.

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3 min read
Why Your Backtest Is Lying to You — 3 Tests That Catch Lookahead Bias, Overfitting, and Fantasy Fills

Why Your Backtest Is Lying to You — 3 Tests That Catch Lookahead Bias, Overfitting, and Fantasy Fills

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3 min read
How to track Weibo hot-search velocity with Python in 2026 — the trending-delta problem and how to handle it

How to track Weibo hot-search velocity with Python in 2026 — the trending-delta problem and how to handle it

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4 min read
🚀 Top Data Analytics Project Ideas for Beginners and Professionals

🚀 Top Data Analytics Project Ideas for Beginners and Professionals

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3 min read
When Feature Importance Lies: Target Encoding at the Noise Floor

When Feature Importance Lies: Target Encoding at the Noise Floor

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8 min read
What Building an AI Detector Taught Me About False Positives

What Building an AI Detector Taught Me About False Positives

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6 min read
The fraud that pays in full

The fraud that pays in full

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6 min read
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