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  • How vLLM Works for Serving Large Language Models

    calendar May 15, 2026 · 17 min read · artificial intelligence large language models software engineering system design  ·
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    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 …

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  • Brute-Force to Optimized Python Solutions for All LeetCode Blind-75 Problems

    calendar Feb 26, 2023 · 98 min read · algorithms leetcode problem solving  ·
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    Brute-Force to Optimized Python Solutions for All LeetCode Blind-75 Problems

    Blind-75 is a curated list of 75 LeetCode problems compiled by Yangshun Tay. The list can be accessed at this link. Initially, I solved each problem using a brute-force …

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  • Building an Instagram Auto-Liker Bot - A Step-by-Step Guide

    calendar Jan 12, 2023 · 3 min read · project-tutorial bot-development python  ·
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    Building an Instagram Auto-Liker Bot - A Step-by-Step Guide

    Goal of The Project The project aims to build an Instagram bot that will auto-scroll pages down and Like/Love posts automatically. We must log in to Instagram from our …

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  • Cracking the LeetCode Two Sum Variations - All 5 Problems

    calendar Oct 21, 2022 · 5 min read · algorithms leetcode problem solving  ·
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    Cracking the LeetCode Two Sum Variations - All 5 Problems

    Author: Sadman Kabir Soumik Original Two Sum Problem Given an array of integers nums and an integer target, return indices of the two numbers such that they add up to …

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  • Working with Elasticsearch on Linux Using Python Client

    calendar Aug 19, 2022 · 6 min read · project-tutorial programming python elasticsearch  ·
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    Working with Elasticsearch on Linux Using Python Client

    Elasticsearch Elasticsearch is a distributed, open-source search and analytics engine based on the Apache Lucene search library. It's designed to provide fast and …

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  • Core Concepts of System Design in Software Engineering

    calendar Jul 20, 2022 · 15 min read · system design software engineering  ·
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    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 …

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  • Bypass reCAPTCHA And Prevent IP Blocking Using Tor Proxy

    calendar Mar 9, 2022 · 4 min read · linux proxy web scraping project-tutorial  ·
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    Bypass reCAPTCHA And Prevent IP Blocking Using Tor Proxy

    When we run web crawlers, sometimes we get blocked by the target site. Sometimes we get reCAPTCHA to solve, and crawling gets interrupted. We can rotate the IP address …

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  • Be a Master at Python Through Some Cool Code Snippets

    calendar Jun 27, 2021 · 17 min read · algorithms leetcode problem solving  ·
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    Be a Master at Python Through Some Cool Code Snippets

    Combine two lists as a dictionary | dict(zip) Program 1keys = ['a', 'b', 'c'] 2values = [1, 2, 3] 3dictionary = dict(zip(keys, values)) …

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  • Python Collections Module Tutorial

    calendar Apr 23, 2021 · 5 min read · python programming  ·
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    Python Collections Module Tutorial

    Python's collections module implements specialized container datatypes providing alternatives to Python’s general purpose built-in containers, dict, list, set, and tuple. …

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

    calendar Mar 12, 2021 · 9 min read · software engineering system design  ·
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    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 …

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  • Unleashing the Power of Bit Manipulation in Computer Science

    calendar Jun 12, 2020 · 3 min read · programming python  ·
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    Unleashing the Power of Bit Manipulation in Computer Science

    Bit Manipulation Bit manipulation is a technique used in computer science to manipulate data at the level of its binary representation. This can be useful for a variety …

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

    calendar Apr 10, 2020 · 3 min read · system design software engineering  ·
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    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 …

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  • Compiler vs Interpreter - A Simple Guide for Beginners

    calendar Jan 21, 2020 · 2 min read · programming software-engineering system-design  ·
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    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 …

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  • Dynamic Programming - Step by Step Guide with Examples

    calendar Dec 23, 2019 · 7 min read · programming algorithm  ·
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    Dynamic Programming - Step by Step Guide with Examples

    Dynamic programming is a method for solving complex problems by breaking them down into smaller subproblems. It is a mathematical optimization technique that is mainly …

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  • Multi-Threading vs Multi-Processing

    calendar Nov 24, 2019 · 7 min read · python programming  ·
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    Multi-Threading vs Multi-Processing

    Let's say you've got a big school project to do. You need to write a report, paint a picture, and build a model. Here's how you might tackle the project under different …

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  • Decorators in Python

    calendar May 20, 2019 · 3 min read · python programming  ·
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    Decorators in Python

    Decorator is a design pattern to extend the functionality of a function without modifying the structure of the original function. Decorators are usually applied to …

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  • Basic Coding Problems You Must Be Able to Solve As a Computer Science Graduate

    calendar Feb 22, 2019 · 13 min read · algorithms leetcode problem solving  ·
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    Basic Coding Problems You Must Be Able to Solve As a Computer Science Graduate

    Check Prime Number A prime number is a positive integer greater than 1 that has no positive integer divisors other than 1 and itself. For example, the first six prime …

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  • Learning the Django Framework Fundamentals

    calendar Jan 5, 2019 · 17 min read · django web-development software-engineering  ·
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    Learning the Django Framework Fundamentals

    What's the architecture of Django framework? The architecture of Django is based on the Model-View-Controller (MVC) pattern, which is a way of organizing code in a web …

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  • Understanding Dependency Injection - Real-World Examples and Advantages

    calendar Feb 10, 2018 · 3 min read · programming algorithm python software engineering  ·
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    Understanding Dependency Injection - Real-World Examples and Advantages

    Dependency injection is a design pattern that is widely used in software development to promote good software design and make code more flexible and easier to test. In …

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SK Soumik

Artificial intelligence | Data Science

Categories

MACHINE-LEARNING 26 SOFTWARE-ENGINEERING 19 SYSTEM-DESIGN 11 ALGORITHM-DESIGN 10 PROJECT 6 ARTIFICIAL-INTELLIGENCE 5 CLOUD-COMPUTING 2 NON-TECHNICAL 2 OPERATING-SYSTEM 2 BUSINESS 1

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

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MACHINE-LEARNING 23 DATA-SCIENCE 16 PROGRAMMING 12 PYTHON 10 SYSTEM-DESIGN 9 ALGORITHMS 8 ARTIFICIAL-INTELLIGENCE 8 DEEP-LEARNING 8 NLP 8 SOFTWARE-ENGINEERING 8 PROBLEM-SOLVING 6 PROJECT-TUTORIAL 6 ALGORITHM 5 LEETCODE 5
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AGENTIC-AI2 AI-TOOLS1 AIRFLOW1 ALGORITHM5 ALGORITHMS8 ARTIFICIAL-INTELLIGENCE8 AUTOMATION1 BOT-DEVELOPMENT1 BUSINESS1 CLOUD2 COMPUTER-VISION2 DATA-SCIENCE16 DEEP-LEARNING8 DEVELOPER-TOOLS1 DJANGO1 ELASTICSEARCH1 FINE-TUNING1 GENERATIVE-AI1 GENERATIVE-AI-MODELS1 GOOGLE-CLOUD1 IMAGE-SEGMENTATION1 INDEX1 LARGE-LANGUAGE-MODELS2 LEETCODE5 LIFE-HACK1 LINUX2 MACHINE-LEARNING23 MATH1 MCP1 MLOPS2 NLP8 OPERATING-SYSTEM1 OPTIMIZATION1 PROBLEM-SOLVING6 PRODUCTIVITY1 PROGRAMMING12 PROJECT-TUTORIAL6 PROXY1 PYTHON10 REINFORCEMENT-LEARNING1 SOFTWARE-ENGINEERING8 SPARK1 START-UP1 STATISTICS1 SYSTEM-DESIGN9 WEB-DEVELOPMENT1 WEB-SCRAPING1
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Copyright © 2022, Sadman Kabir Soumik

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