Sadman Kabir Soumik
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  • MCP Servers Explained - Connect Your AI Tools to Everything

    calendar Jan 11, 2026 · 8 min read · artificial-intelligence mcp ai-tools developer-tools  ·
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    MCP Servers Explained - Connect Your AI Tools to Everything

    Author: Sadman Kabir Soumik What is MCP? MCP stands for Model Context Protocol. It is an open standard created by Anthropic in November 2024. Think of it as a universal plug that connects AI tools (like Claude Code or Cursor) to external data sources and services. Before MCP, if you wanted your AI coding assistant to …


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  • Types of LLM Architectures

    calendar Mar 18, 2025 · 6 min read · machine learning data science artificial-intelligence nlp system-design  ·
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    Types of LLM Architectures

    Let's first break it down: what exactly are large language models (LLMs), why do we call them 'large,' and how are they different from other types of language models? An LLM is a machine learning model trained on massive amounts of text using transformer-based architectures (or their variations). These models can …


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  • How Generative AI Works - ChatGPT, Midjourney, and Dall-E Demystified

    calendar Mar 7, 2023 · 5 min read · artificial-intelligence generative-ai generative-ai-models  ·
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    How Generative AI Works - ChatGPT, Midjourney, and Dall-E Demystified

    Author: Sadman Kabir Soumik What is Generative AI? Generative AI is a subset of artificial intelligence that creates completely new content, like images, videos, music, and text. It uses machine learning to find patterns in existing data and make new content based on these patterns. There are many great generative AI …


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SK Soumik

Data Science | Software Engineering
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