Vinod Chugani
Author ProfileClaim This Author Profile
Prove ownership by publishing #HashtagPLUS and this profile link on your author page or an article under your byline. A moderator or admin will review the request before it merges into your real HashtagPLUS username.
🌐 kdnuggets.comSource
What employers actually mean when job postings list "AI experience" as a requirement.
🌐 machinelearningmastery.comSource
In this article, you will learn how speculative decoding works, why it produces real speed gains at the hardware level, and what modern implementations look like in practice.
🌐 kdnuggets.comSource
From static retrieval pipelines to autonomous reasoning engines: a complete breakdown of how these two architectures work, where each falls short, and how to choose the right one for your use case.
🌐 kdnuggets.comSource
Choosing the right framework for your large language model application comes down to one question: what are you actually optimizing for?
🌐 kdnuggets.comSource
A structured four-phase roadmap for building the technical fluency, evaluation skills, and governance literacy needed to succeed as an AI product manager in 2026.
How to Fine-Tune Llama 3 for Custom Tool Calling with Unsloth in Python - MachineLearningMastery.com
🌐 machinelearningmastery.comSource
In this article, you will learn how to fine-tune Llama 3 8B for custom tool calling using Unsloth and QLoRA, so that the model reliably outputs structured JSON payloads for a specific API schema.
🌐 machinelearningmastery.comSource
In this article, you will learn what the major AI agent benchmarks measure, how they differ from traditional model benchmarks, and how to use them as directional signals rather than performance guarantees.
🌐 machinelearningmastery.comSource
In this article, you will learn how to build a custom LLM evaluation harness in Python from scratch, structured around four modular components that give you full control over how your models are tested and scored.
🌐 machinelearningmastery.comSource
Build a multi-modal RAG pipeline in Python to retrieve both text and images from complex documents.
🌐 kdnuggets.comSource
Learn how AI agents are reshaping data science workflows and which skills practitioners need in 2026.