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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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I Fine-Tuned a Security Reasoning Model That Runs on a 4GB Laptop (No GPU, No Cloud)

I Fine-Tuned a Security Reasoning Model That Runs on a 4GB Laptop (No GPU, No Cloud)

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5 min read
Bayes' theorem in machine learning

Bayes' theorem in machine learning

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4 min read
Why Healthcare AI Needs Clinicians in the Room

Why Healthcare AI Needs Clinicians in the Room

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2 min read
When My First ML Model Memorized Instead of Learning (And How I Fixed It)

When My First ML Model Memorized Instead of Learning (And How I Fixed It)

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2 min read
7 Mac Apps Every Data Scientist Should Have in 2026

7 Mac Apps Every Data Scientist Should Have in 2026

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3 min read
I Built the Feature That Shows You Your Own Past In Real Time

I Built the Feature That Shows You Your Own Past In Real Time

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2 min read
Neural Network Training - Simply Explained with a Mental Model

Neural Network Training - Simply Explained with a Mental Model

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2 min read
I built a deep learning framework in Rust from scratch — Part 3: the road to crates.io

I built a deep learning framework in Rust from scratch — Part 3: the road to crates.io

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10 min read
How I Used Hindsight to Build an Unforgiving Accountability Agent

How I Used Hindsight to Build an Unforgiving Accountability Agent

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2 min read
We don't need to copy the human brain — we need to learn from it

We don't need to copy the human brain — we need to learn from it

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3 min read
Model Registry as a Service: Design Patterns & Best Practices

Model Registry as a Service: Design Patterns & Best Practices

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8 min read
The Operator is the Mirror: A Protocol for Reflected Cognition

The Operator is the Mirror: A Protocol for Reflected Cognition

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3 min read
Beyond the API Call: Engineering EloDtx, the Deep Learning Core of Baeyond

Beyond the API Call: Engineering EloDtx, the Deep Learning Core of Baeyond

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1 min read
How We Built an AI Agent Pipeline for a Healthcare Client Using CrewAI

How We Built an AI Agent Pipeline for a Healthcare Client Using CrewAI

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5 min read
AIGQ: Taobao's End-to-End Generative Architecture for E-commerce Query Recommendation

AIGQ: Taobao's End-to-End Generative Architecture for E-commerce Query Recommendation

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4 min read
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