Sadman Kabir Soumik
open-menu closeme
Home
artificial-intelligence
software-engineering
cloud-computing
beyond-code
about
linkedin github rss
  • Memory Systems in Agentic AI: Procedural, Semantic, and Episodic Memory

    calendar Aug 12, 2026 · 19 min read · artificial intelligence agentic ai system design  ·
    Share on: twitter facebook linkedin copy
    Memory Systems in Agentic AI: Procedural, Semantic, and Episodic Memory

    Large Language Models are good at understanding text and generating answers. But there is an important problem. By default, an LLM does not truly remember everything that …

    Read More
  • How vLLM Works for Serving Large Language Models

    calendar May 15, 2026 · 17 min read · artificial intelligence large language models software engineering system design  ·
    Share on: twitter facebook linkedin copy
    How vLLM Works for Serving Large Language Models

    You have downloaded an open source Large Language Model. Maybe it is Llama, Qwen, Gemma, or another model. You load it on an NVIDIA GPU and send a prompt: 1What is the …

    Read More
  • How to Make LLM Inference Faster

    calendar Apr 12, 2026 · 11 min read · artificial intelligence large language models system design  ·
    Share on: twitter facebook linkedin copy
    How to Make LLM Inference Faster

    Running a Large Language Model is easy. Running it fast, at scale, and without wasting expensive GPUs is much harder. Imagine you deploy an open source LLM on an NVIDIA …

    Read More
  • Types of LLM Architectures

    calendar Mar 18, 2025 · 6 min read · machine learning data science artificial-intelligence nlp system-design  ·
    Share on: twitter facebook linkedin copy
    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 …

    Read More
  • Core Concepts of System Design in Software Engineering

    calendar Jul 20, 2022 · 15 min read · system design software engineering  ·
    Share on: twitter facebook linkedin copy
    Core Concepts of System Design in Software Engineering

    What is System Design in Software Engineering? System design in software engineering is defining the structure, components, connections, and information for a system that …

    Read More
  • How to design a large scale software system that supports millions of users.

    calendar Mar 12, 2021 · 9 min read · software engineering system design  ·
    Share on: twitter facebook linkedin copy
    How to design a large scale software system that supports millions of users.

    Start With A Simple Architecture To begin building an app, we will start from the beginning. We will create a basic app with some users. The easiest way to do this is to …

    Read More
  • Comparing REST API and gRPC - Choosing the Right Web API

    calendar Apr 10, 2020 · 3 min read · system design software engineering  ·
    Share on: twitter facebook linkedin copy
    Comparing REST API and gRPC - Choosing the Right Web API

    REST (Representational State Transfer) and gRPC are two different techniques for creating web APIs (Application Programming Interfaces). What is REST API? A popular …

    Read More
  • Compiler vs Interpreter - A Simple Guide for Beginners

    calendar Jan 21, 2020 · 2 min read · programming software-engineering system-design  ·
    Share on: twitter facebook linkedin copy
    Compiler vs Interpreter - A Simple Guide for Beginners

    Imagine you’ve written a letter in English, but your friend only speaks Spanish. You’d need someone (or something) to translate it for them, right? In programming, your …

    Read More

SK Soumik

Artificial intelligence | Data Science

Categories

MACHINE-LEARNING 25 SOFTWARE-ENGINEERING 19 ALGORITHM-DESIGN 10 SYSTEM-DESIGN 10 PROJECT 6 ARTIFICIAL-INTELLIGENCE 3 CLOUD-COMPUTING 2 NON-TECHNICAL 2 OPERATING-SYSTEM 2 BUSINESS 1

Series

ML 18 DSA 6 PROJECT 6 SOFTWARE-ENGINEERING 4 PROBLEM-SOLVING 3 AI-TOOLS 1 AIRFLOW 1 DJANGO 1 GENERATIVE-AI 1 NLP 1

Tags

MACHINE-LEARNING 22 DATA-SCIENCE 16 PROGRAMMING 12 PYTHON 10 ALGORITHMS 8 DEEP-LEARNING 8 NLP 8 SOFTWARE-ENGINEERING 8 SYSTEM-DESIGN 8 ARTIFICIAL-INTELLIGENCE 6 PROBLEM-SOLVING 6 PROJECT-TUTORIAL 6 ALGORITHM 5 LEETCODE 5
All Tags
AGENTIC-AI1 AI-TOOLS1 AIRFLOW1 ALGORITHM5 ALGORITHMS8 ARTIFICIAL-INTELLIGENCE6 AUTOMATION1 BOT-DEVELOPMENT1 BUSINESS1 CLOUD2 COMPUTER-VISION2 DATA-SCIENCE16 DEEP-LEARNING8 DEVELOPER-TOOLS1 DJANGO1 ELASTICSEARCH1 GENERATIVE-AI1 GENERATIVE-AI-MODELS1 GOOGLE-CLOUD1 IMAGE-SEGMENTATION1 INDEX1 LARGE-LANGUAGE-MODELS2 LEETCODE5 LIFE-HACK1 LINUX2 MACHINE-LEARNING22 MATH1 MCP1 MLOPS2 NLP8 OPERATING-SYSTEM1 OPTIMIZATION1 PROBLEM-SOLVING6 PRODUCTIVITY1 PROGRAMMING12 PROJECT-TUTORIAL6 PROXY1 PYTHON10 SOFTWARE-ENGINEERING8 SPARK1 START-UP1 STATISTICS1 SYSTEM-DESIGN8 WEB-DEVELOPMENT1 WEB-SCRAPING1
[A~Z][0~9]
Copyright © 2022, Sadman Kabir Soumik

Copyright  COPYRIGHT © 2022, SADMAN KABIR SOUMIK. All Rights Reserved

to-top