Projects sharing features with System Architect

Complete-System-Design is a comprehensive software architecture study guide and learning curriculum designed for engineering education and interview preparation. The repository provides structured reference materials covering fundamental system principles, scalability patterns, and asynchronous load distribution techniques for large-scale systems. The content is organized into multi-day study tracks, hierarchical directories, and modular curricula composed of markdown documents. It features methodical interview frameworks with decision trees for solving open-ended architectural problems, alo

This project is a curated collection of practice questions and answers designed to assist candidates in preparing for the Certified Ethical Hacker professional examination. It serves as a resource for reviewing technical knowledge and testing readiness through simulated assessments based on industry-standard security frameworks. The content is organized into structured text files that cover essential knowledge across core industry domains, including penetration testing concepts and security methodologies. By utilizing a version control system, the repository provides a distributed method for

This project is a curated collection of technical reference materials and study guides designed for machine learning interview preparation. It provides comprehensive resources for candidates pursuing engineering roles, focusing on deep learning, production infrastructure, and large-scale system design. The repository distinguishes itself through an architecture that combines theoretical research with industrial case studies. It utilizes a pattern-based approach to system design, breaking down complex deployments—such as recommendation engines, search ranking, and ad click prediction—into reus

This project is a Kubernetes certification training course and cluster administration guide. It provides an educational program and instructional materials designed to prepare students for the Certified Kubernetes Administrator professional exam. The project functions as an exam simulator and troubleshooting lab, offering mock exams and lightning labs that mimic the practical challenges of the certification process. It includes hands-on practice environments for resolving configuration, storage, and networking issues. The training covers the management of cluster architecture, scheduling, an

This project is a specialized collection of study guides, curriculum references, and implementation libraries designed for computer science academic certifications. It serves as a comprehensive study guide and preparation kit for the Chinese postgraduate computer science entrance examination, providing a curated reference for the core curriculum. The repository distinguishes itself by combining theoretical study materials with a practical data structure implementation library. This includes standard C code templates for fundamental structures such as linked lists, stacks, queues, and binary t

This project is a comprehensive cybersecurity knowledge repository that provides a structured collection of technical documentation, training materials, and professional development roadmaps. It serves as a centralized resource for practitioners to navigate complex security disciplines, ranging from offensive and defensive fundamentals to specialized infrastructure and application security. The repository distinguishes itself through a modular resource framework that enables users to construct isolated cyber range environments for hands-on practice. It also features a specialized reference gu

This project is a technical interview study guide and knowledge base designed for software engineering and AI roles. It provides curated learning paths and a collection of high-frequency questions to help candidates prepare for technical assessments. The resource includes specialized study guides for machine learning, covering supervised and unsupervised learning, computer vision, and natural language processing. It also serves as a system design reference, analyzing architectural patterns, scalability trade-offs, and distributed infrastructure components. Beyond technical theory, the projec

This project is a computer science exam study resource and academic knowledge base. It serves as an exam preparation toolkit providing curated textbooks, past exam papers, and study guides specifically for graduate entrance exams. The repository functions as an algorithm and data structures reference library, containing source code and implementation guides for core computer science fundamentals. It organizes conceptual notes, presentation slides, and mind maps for subjects including operating systems and computer organization. The project is implemented as a markdown-based knowledge base an

This project is a technical resource and set of utilities designed to assist in unlocking the bootloader on Xiaomi devices. It provides a combination of guides, account qualification tools, and exam simulators to help users obtain the necessary permissions for device modification. The toolkit includes an interactive bootloader unlock exam simulator and a comprehensive database of correct responses and historical answer archives. These resources are used to study for and pass the official qualification tests required for unlocking. The project also provides utilities to detect account restric

This project is a curated directory and reference library of open-source Python applications. It serves as a comprehensive index designed to help developers study real-world software architecture, design patterns, and practical implementation strategies through a diverse collection of community-driven projects. The repository distinguishes itself by focusing on the analysis of production-ready software patterns rather than providing a single tool. It offers a structured way to explore how complex features, such as modular plugin systems, configuration management, and various deployment strate

This is a comprehensive deep learning course delivered entirely through Jupyter Notebooks, designed to teach neural network construction using TensorFlow 2.x. The curriculum follows a sequential-model-first pedagogy, introducing the Sequential API before moving to functional and subclassing approaches, and covers the full spectrum of model building from regression and classification through convolutional neural networks, natural language processing, and time series forecasting. The course is structured around a checkpoint-based training workflow that saves the best model weights during traini

Cookbook is a comprehensive knowledge base and reference repository for data engineering. It serves as a centralized directory for data architecture patterns, professional career roadmaps, and a curated collection of public datasets. The project provides a structured guide for transitioning into specialized data engineering roles through skill-matrix mapping and technical interview preparation. It further distinguishes itself by documenting real-world industry case studies and decomposing large-scale industrial implementations into repeatable architectural patterns. The repository covers a b

This project is a Kubernetes certification study guide and hands-on lab designed to prepare candidates for the Certified Kubernetes Application Developer exam. It provides a containerized learning sandbox and a resource validator to simulate real-world cluster configuration challenges. The environment uses scenario-based learning modules that require the implementation of pods, network policies, and persistent volumes. Correctness is verified through automated cluster queries that check the state of resources against defined expectations. The exercises cover a broad capability surface includ

The CNCF Curriculum is an open-source repository that organizes exam domains and learning paths for CNCF certification courses covering Kubernetes and cloud-native technologies. It structures certification content into weighted domains that reflect exam question distribution, providing a structured study guide for candidates preparing for CNCF certifications. The curriculum is organized around multiple cloud-native domains including networking, security, GitOps, platform engineering, and certification preparation. It teaches cloud-native concepts through the lens of building and operating int

This project is a technical quiz reference database and answer key designed for passing LinkedIn skill assessments and other professional technical certifications. It serves as a searchable repository of verified questions and correct answers used to earn skill badges and validate professional proficiency. The database covers a wide range of technical domains, including various programming languages, database technologies, and cloud infrastructure certifications such as AWS Lambda and REST API assessments. It functions as a study guide for those preparing for industry-standard technical tests

Go42 is a comprehensive programming language guide and reference for the Go language. It serves as a study of the official language specifications and a collection of design patterns derived from the internal logic and source code of the Go standard library. The project focuses on analyzing official library implementations to demonstrate idiomatic design patterns and core architectural thinking. It maps high-level architectural patterns to specific language features to support the development of scalable and maintainable software. The educational material is organized through case studies an

Free-Certifications is a community-maintained, open-source directory that indexes free professional certification programs and educational training resources. It functions as a static content index, providing a structured hub for discovering learning paths and skill development opportunities across various technology domains and industry sectors. The project operates as a decoupled discovery layer, linking users to external training platforms rather than hosting educational content directly. By utilizing a version-controlled, markdown-based storage system, the directory facilitates collaborat

This project is a comprehensive educational resource focused on the principles, patterns, and trade-offs required to design scalable, reliable, and high-performance distributed systems. It provides a structured curriculum that covers the fundamental architectural strategies necessary for building modern software infrastructure, ranging from high-level system decomposition to low-level networking and data management. The repository distinguishes itself by offering deep dives into complex architectural patterns, such as microservices-based decomposition, event-driven communication, and command-

Java-Interview is a collection of technical reference guides and study materials designed for Java backend developer interviews. It provides a comprehensive knowledge base covering the Java Virtual Machine, multi-threaded programming, and distributed systems. The project differentiates itself by combining technical content with interview strategy frameworks. It includes structured templates for articulating project experiences and personal introductions, alongside high-frequency question sets and scenario-driven design patterns. The resource covers backend system design for high-concurrency

This project is a comprehensive knowledge base and study resource designed for mastering technical interviews. It provides structured guides, roadmaps, and curricula focused on data structures, algorithms, system design, and frontend engineering to help candidates prepare for software engineering screenings. The repository distinguishes itself by offering a holistic approach to professional advancement. Beyond technical drills, it includes a career development handbook covering resume optimization, salary benchmarking, and strategic negotiation coaching. It also provides detailed methodologie

This project is an algorithm implementation library and educational resource providing a collection of data structures and core algorithms. It serves as a reference for implementing sorting, searching, and graph algorithms in both C++ and Java. The repository functions as a performance benchmark tool, providing a set of test cases to measure execution time and time complexity across different computational patterns. It utilizes random-sample benchmarking and timing analysis to quantify the performance of various implementations. The library covers a broad range of fundamental computer scienc

This project is a comprehensive career transition guide and job navigator designed for software engineers moving from the private sector into government and public service roles. It serves as a structured resource for evaluating job eligibility, comparing professional benefits, and selecting government positions that value technical backgrounds. The repository provides specialized guidance for the public sector recruitment process, including a handbook for navigating political reviews, medical screenings, and background vetting. It also features a civil service exam guide with study methodolo

AspNetCoreDiagnosticScenarios is a collection of anti-pattern galleries and architectural examples for ASP.NET Core and C#. It provides a series of broken code samples and case studies designed to illustrate common pitfalls, scalability bottlenecks, and reliability problems within the .NET web ecosystem. The project focuses on identifying problematic application patterns through the use of comparative implementation pairs, where broken scenarios are matched with corrected versions. These examples specifically cover dependency injection misconfigurations, middleware pipeline ordering, and the

This repository contains the digital textbook and supplementary materials for probabilistic machine learning education. It provides structured text and guided study materials covering the mathematical foundations of probability and neural networks. The project emphasizes reproducibility through a collection of interactive notebooks and standalone scripts used to recreate data plots and figures from the text. These materials are hosted in external environments to allow users to execute complex machine learning code without local installation. The educational surface includes lecture slides, e

Talent Plan provides guided training programs and curricula centered on distributed database design, systems programming, and open source contribution workflows. The project offers a distributed systems education program consisting of curated courses and labs focused on database internals. The curriculum emphasizes the use of the Rust language for building high-performance networked applications and implementing distributed algorithms. It integrates educational materials on version control, community governance, and the specific processes required to contribute to public software projects. T

4noobs is an open-source educational resource index that organizes structured, beginner-friendly learning paths across a wide range of technology domains. It delivers all content as static Markdown files managed under Git version control, with a curated-index-based navigation system that groups tutorials and roadmaps by technology domain into separate silos. The project provides step-by-step learning roadmaps for programming languages from Assembly to TypeScript, along with framework guides for tools like Angular, Vue, Django, and Spring. It includes certification preparation guides aligned w

This project is a structured knowledge base and educational resource designed to organize fundamental network security principles and academic concepts. It functions as a collection of visual mind maps and study notes, providing a hierarchical framework for mastering complex information security topics and preparing for professional certifications. The repository utilizes a markdown-based authoring system, allowing for the management of technical information through plain text files. By leveraging a git-based version control system, the project enables collaborative updates and systematic tra