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Vruti Dobariya

Vruti Dobariya

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AI Engineer

Finding Needle from the Haystack.

Articles by Vruti

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GPU Artificial Intelligence: Driving Future Tech Growth

This blog provides a clear explanation of why GPUs are fundamental to modern AI, detailing how these graphics processing units power rapidly evolving AI models. It breaks down how AI accelerators, including NVIDIA GPUs, manage demanding tasks in machine learning, deep neural networks, and generative AI.
May 22, 2025
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LLM vs. Transformer: Understanding the Key Differences

This blog clearly explains the terms "Transformer" and "LLM" for developers navigating the world of modern language models. It clarifies their distinctions and illustrates their collaborative functionality within Natural Language Processing tasks.
May 15, 2025
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Understanding Residual Neural Network: Comprehensive Guide 2025

Residual Neural Networks (ResNets) address the challenges of training deep models by using residual connections to improve gradient flow and combat performance degradation. This guide explores the architecture, key components, and variations of ResNet models, including bottleneck layers and skip connections. Discover how ResNets power advanced AI tasks like image recognition and object detection with superior accuracy and efficiency.
May 13, 2025
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Chain of Thought COT Prompting vs LLM: A Practical Guide

This blog breaks down the chain of thought CoT prompting vs LLM debate by showing how the structure of prompts changes the model’s reasoning process, yielding more reliable and explainable outputs.
May 12, 2025
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Top Strategies For Effective AI Collaboration in 2025

This blog provides insights into how AI collaboration blends human intuition with machine intelligence for improved outcomes. It explores the benefits of this partnership, including smarter decisions and faster innovation.
May 6, 2025
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Artificial Intelligence For Manufacturing: Smarter Output

This blog provides insights into how a single AI system can reduce machine downtime by 30% and boost production without new equipment. It explores how manufacturers use AI to handle growing demands, tight resources, and tough competition.
May 5, 2025
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Top 10 No Code AI Tools for 2025

This blog provides a quick guide to the top 10 no-code AI tools you can use in 2025—no coding required. From building chatbots to analyzing data, these tools make AI accessible for everyone. Whether you're a beginner or looking for more advanced features, there's something here for every level.
Apr 22, 2025
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Getting Creative with GAN Network: A Beginner’s Guide

This blog provides a beginner-friendly guide to building your image generator using GANs (Generative Adversarial Networks). You’ll learn how GANs work, how to train them with easy datasets, and explore fun projects like sketch-to-photo conversion.
Apr 18, 2025
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How AI And NLP Are Changing Digital Communication

This blog explains how natural language processing (NLP), a branch of AI, helps machines understand and respond to human language. It breaks down the concept in simple terms, illustrating how NLP powers everyday tools such as virtual assistants and apps.
Apr 17, 2025
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Understanding Model Context Protocols in AI Systems

The rise of large language models (LLMs) has increased the need for smarter, real-time AI applications. These models must connect with real-world data, tools, and systems to be truly useful. The Model Context Protocol (MCP) makes this integration possible.
Apr 14, 2025
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Understanding the Mixture of Expert Architecture for AI Solutions

This blog explores how Mixture of Experts (MoE)models operate, why they're disrupting the status quo of traditional dense models, and what recent innovations mean for the future of AI.
Apr 11, 2025
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AI Best Practices for Implementing Safe Solutions

This article guides you through AI best practices to enhance safety and efficiency. Learn about key strategies, privacy measures, and ethical guidelines to maximize AI's benefits while mitigating risks.
Apr 10, 2025