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choongth/README.md

🛠️ Choong Ti Huai | CS Major | System Architect & AI Researcher

"Decoupling complexity, scaling intelligence."

🏗️ Knowledge Stack & Patterns

  • Architecture: Microservices, Event-Driven (EDA), CQRS/Event Sourcing, DDD.
  • Distributed Systems: Consensus (Raft/Paxos), Message Queues (Kafka/RabbitMQ), High-Availability.
  • AI Agency: LLM Orchestration, Memory Systems, Symbolic Reasoning, Agentic Workflows.
  • Infrastructure: DevOps (CI/CD), Cloud-Native Patterns, Kubernetes.

🔬 Research & Interests

  • 📄 Deep diving into AI Agent memory architectures and RAG optimization.
  • 🚀 Optimizing distributed database consistency under high concurrency.
  • 🧩 Applying Domain-Driven Design (DDD) to bridge the gap between LLM agents and legacy systems.

📈 My Technical Evolution

  • Mastered System Design Patterns
  • Explored Distributed Consensus
  • [> ] Implementing Large-scale Multi-Agent Orchestration

Pinned Loading

  1. Nestboard Nestboard Public

    A nested diagram editor where every box doubles as a canvas: double-click to enter a box and map out its internal structure; double-click the background to step back up a level. This drill-down cap…

    TypeScript

  2. Software_Architecture_Patterns_Chinese_Translated Software_Architecture_Patterns_Chinese_Translated Public

    Mark Richards《软件架构模式》(Software Architecture Patterns)完整中文译本。把分层、事件驱动、微内核、微服务、基于空间五种架构放在同一组维度下横向比较:每种模式讲清结构、关键概念、适用场景与陷阱,并在敏捷性、部署、可测试性、性能、可扩展性、开发难度六项特征上打分,帮你做有依据的架构选型,而不是任由代码长成"大泥球"。逐章附英文原文对照,插图与图注完…

    4

  3. Cloud_Architecture_Patterns_Chinese_Translated Cloud_Architecture_Patterns_Chinese_Translated Public

    Bill Wilder《云架构模式》(Cloud Architecture Patterns)完整中文译本。云不是一台更大的服务器,而是一群会失败、有延迟、按用量计费的普通机器。全书以"入门+模式"双层结构,讲解水平扩展、队列解耦、自动缩放、最终一致性、分片、瞬态故障重试、CDN、多站点部署等 11 种云原生模式,重点回答何时用、为何用。附约 370 条术语表(译法对照 Azure 官方文档…

    1

  4. Designing_Event-Driven_Systems_Chinese_Translated Designing_Event-Driven_Systems_Chinese_Translated Public

    Ben Stopford《设计事件驱动系统》(Designing Event-Driven Systems)完整中文译本。把数据库由内而外翻转:让事件流成为全公司共享的事实来源,每个服务只从中推导自己需要的"瘦数据"视图。以 Kafka 为核心,覆盖事件协作、事件溯源、CQRS、有状态流处理、精确一次事务与模式演进,五部分十五章,从思想讲到 Kafka Streams/KSQL 实现。全书 …

  5. quality_attribute_relationship quality_attribute_relationship Public

    This repository showcases the quality attribute relationship matrix and explain them in-depth.