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natural-language-processing-nlp

13 articles

TitleDate
LLM Chatbot Intent Classification: The Label Isn't EnoughJul 22, 2026
LLM Chatbot Intent Classification: The Label Isn't EnoughJul 22, 2026
How Google's SynthID Actually Works: A Visual BreakdownDec 16, 2025
Introducing My New Book: The ChatML (Chat Markup Language) HandbookNov 17, 2025
Provenance in AI: Tracking AI Lineage with Signed Provenance Logs in Python - Part 2Aug 28, 2025
Provenance in AI: Why It Matters for AI Engineers - Part 1Aug 27, 2025
Question Answer Chatbot using RAG, Llama and QdrantMay 19, 2025
On Emergent Abilities of Large Language ModelsMar 26, 2025
Prompt Engineering Deep Dive: Parameters, Chains, Reasoning, and GuardrailsMar 9, 2025
LLM Text Clustering and Topic Modeling: HDBSCAN and BERTopic TutorialMar 4, 2025
Text Classification using Large Language Models (LLMs)Mar 3, 2025
Hands-on Tutorial on Making an Audio Bot using LLM, and RAGJan 27, 2025
My notes on AI-Generated Content (AIGC)Jan 7, 2025

Books by Ranjan Kumar

Building Real-World Agentic AI Systems with LangGraph cover

Building Real-World Agentic AI Systems

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The ChatML Handbook cover

The ChatML Handbook

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The Chat Templates Handbook cover

The Chat Templates Handbook

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Ranjan Kumar

I educate and empower AI builders to design, build, and deploy systems that actually work. I focus on practical engineering, production-ready architectures, and real-world AI execution.

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