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Natural Language Processing

NLP is Natural Language Processing the technology behind Home assistants and search engines.

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EMO: Mixture-of-Experts That Actually Behaves Like One

EMO: Mixture-of-Experts That Actually Behaves Like One

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3 min read
I Made a Single CUDA Kernel Speak: Streaming Qwen3-TTS at 50ms Latency on an RTX 5090

I Made a Single CUDA Kernel Speak: Streaming Qwen3-TTS at 50ms Latency on an RTX 5090

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11 min read
Building an NLP Pipeline to Classify 225,000 Central Bank Sentences

Building an NLP Pipeline to Classify 225,000 Central Bank Sentences

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4 min read
How AI Text Detection Works Under the Hood: Perplexity, Burstiness, and Classifiers

How AI Text Detection Works Under the Hood: Perplexity, Burstiness, and Classifiers

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5 min read
I built the first open benchmark for federal contracting AI. Here's what it shows about frontier LLMs.

I built the first open benchmark for federal contracting AI. Here's what it shows about frontier LLMs.

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6 min read
What Reddit Can Teach Us About Women’s Watch Preferences (Python + NLP Project)

What Reddit Can Teach Us About Women’s Watch Preferences (Python + NLP Project)

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5 min read
Day 4 - Chunking continued - RAG

Day 4 - Chunking continued - RAG

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1 min read
Context Pruning Unlocks Superior RAG Accuracy Metrics

Context Pruning Unlocks Superior RAG Accuracy Metrics

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1 min read
LexicRo Phase 1 is live — Romanian NLP API now callable

LexicRo Phase 1 is live — Romanian NLP API now callable

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1 min read
Why I debug my RAG pipeline stage by stage, not end to end

Why I debug my RAG pipeline stage by stage, not end to end

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2 min read
How to Make xt850 Match xt 850

How to Make xt850 Match xt 850

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6 min read
How We Used ML + NLP to Predict Software Failures in Real Time

How We Used ML + NLP to Predict Software Failures in Real Time

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5 min read
How to Speed Up Phrase Search with bigram_index

How to Speed Up Phrase Search with bigram_index

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6 min read
The Evolution of Natural Language Processing: A Journey from 1960 to 2020

The Evolution of Natural Language Processing: A Journey from 1960 to 2020

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8 min read
Understanding Decoder-Only Transformers Part 1: Masked Self-Attention

Understanding Decoder-Only Transformers Part 1: Masked Self-Attention

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1 min read
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