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Natural Language Processing

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

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I Built the Resume-vs-JD Scorer Every ATS Uses — In 30 Lines of JavaScript

I Built the Resume-vs-JD Scorer Every ATS Uses — In 30 Lines of JavaScript

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3 min read
RAG - Prompt Engineering

RAG - Prompt Engineering

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5 min read
Infinigram: Variable-Length N-grams via Suffix Arrays

Infinigram: Variable-Length N-grams via Suffix Arrays

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2 min read
I Built a Hate Speech Detector That Actually Knows the Difference Between Offensive and Hateful

I Built a Hate Speech Detector That Actually Knows the Difference Between Offensive and Hateful

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4 min read
Neura-FA-EN-1.9B: The Lightweight Bilingual Model That Changed My Local AI Workflow

Neura-FA-EN-1.9B: The Lightweight Bilingual Model That Changed My Local AI Workflow

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6 min read
Understanding Attention in Transformers — Intuition Before Equations

Understanding Attention in Transformers — Intuition Before Equations

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3 min read
Building a Conversational AI Agent with Python and Rasa: A Step‑by‑Step Guide

Building a Conversational AI Agent with Python and Rasa: A Step‑by‑Step Guide

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4 min read
GPT-3.5-Turbo drops from 90% accuracy to 50% when the answer sits in the middle of a 20k-token prompt instead of the sta

GPT-3.5-Turbo drops from 90% accuracy to 50% when the answer sits in the middle of a 20k-token prompt instead of the sta

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1 min read
Bridging the Rigidity Gap: Deploying Secure Agentic RAG in Healthcare Governance

Bridging the Rigidity Gap: Deploying Secure Agentic RAG in Healthcare Governance

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4 min read
Beyond Vibe Coding Trap: Are you still only playing with plain text attempting to solve multi-million dollar "info friction" problems in healthcare?

Beyond Vibe Coding Trap: Are you still only playing with plain text attempting to solve multi-million dollar "info friction" problems in healthcare?

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4 min read
How I deployed a cross-encoder model at Lambda latency without PyTorch

How I deployed a cross-encoder model at Lambda latency without PyTorch

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5 min read
Why Swahili AI Fails at 4 the Rate of English — and How We're Fixing It

Why Swahili AI Fails at 4 the Rate of English — and How We're Fixing It

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2 min read
Open Source Project of the Day (#85): tiktoken - OpenAI's Blazing-Fast BPE Tokenizer

Open Source Project of the Day (#85): tiktoken - OpenAI's Blazing-Fast BPE Tokenizer

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7 min read
Email Spam Classifier with Streamlit and Docker

Email Spam Classifier with Streamlit and Docker

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9 min read
How I Built a Native BGE-Small Embedding Engine That Beats Generic Runtimes in My Benchmarks

How I Built a Native BGE-Small Embedding Engine That Beats Generic Runtimes in My Benchmarks

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2 min read
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