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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 Filtered LinkedIn AI Slop Using an Open Source Extension — Here's the Exact Setup

I Filtered LinkedIn AI Slop Using an Open Source Extension — Here's the Exact Setup

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20 min read
When Your Treasure Hunt Engine Becomes a Scavenger Hunt for DevOps Nightmares

When Your Treasure Hunt Engine Becomes a Scavenger Hunt for DevOps Nightmares

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4 min read
I Built a Profiler to Audit My Own AI Tool Calls. Here's What I Learned About Observability

I Built a Profiler to Audit My Own AI Tool Calls. Here's What I Learned About Observability

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2 min read
Encoding in Machine Learning Explained

Encoding in Machine Learning Explained

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2 min read
Veltrix and the Day the Trace Loops Broke

Veltrix and the Day the Trace Loops Broke

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4 min read
Why I got frustrated with AI job search tools and built my own

Why I got frustrated with AI job search tools and built my own

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9 min read
Next.js 16 RAG Pipeline Optimization: Give Your AI a Perfect Memory

Next.js 16 RAG Pipeline Optimization: Give Your AI a Perfect Memory

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1 min read
How I Built Semantic Discussion Clustering Without Embeddings (and Why It Was Good Enough)

How I Built Semantic Discussion Clustering Without Embeddings (and Why It Was Good Enough)

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2 min read
Your Treasure Hunt Engine Was Probably a Latency Minefield (And Heres the Postmortem)

Your Treasure Hunt Engine Was Probably a Latency Minefield (And Heres the Postmortem)

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2 min read
How to Brier-grade your own ML option-pricing forecasts in 40 lines of Python

How to Brier-grade your own ML option-pricing forecasts in 40 lines of Python

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5 min read
How to Build a Clean Academic Dataset Without Losing Your Mind (or Your Weekend)

How to Build a Clean Academic Dataset Without Losing Your Mind (or Your Weekend)

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10 min read
How LLMs Transform Writing Style: A Stylometric Experiment

How LLMs Transform Writing Style: A Stylometric Experiment

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15 min read
How I Cut LLM Inference Costs by 78% Without Sacrificing Quality

How I Cut LLM Inference Costs by 78% Without Sacrificing Quality

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3 min read
Capping VLM spend per CV researcher: hierarchical budgets in practice

Capping VLM spend per CV researcher: hierarchical budgets in practice

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4 min read
The Event Store That Survived Black Friday Without a Single 5xx

The Event Store That Survived Black Friday Without a Single 5xx

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3 min read
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