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Yi-Tseng/README.md

Hi there, I'm Yi Tseng

Senior Software Engineer specializing in Cloud Infrastructure and Generative AI

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What I Do

I build scalable cloud infrastructure and AI-powered automation systems. My work focuses on:

  • AI Agent Development - Building intelligent agents with RAG, LangChain, and LlamaIndex
  • Cloud Architecture - Deploying production systems on AWS and Kubernetes
  • DevOps & Platform Engineering - Infrastructure as Code, GitOps, and CI/CD automation
  • Software-Defined Networking - Contributing to open-source SDN projects with Google and Intel

Highlights

  • Reduced security vulnerability detection time from 2 hours to 10 minutes by building a GenAI Service Management Agent with custom LLM tool calls
  • Identified 50% potential monthly cost savings through AI-powered resource usage tracking and optimization
  • Co-developed Stratum, an open-source switch OS, in collaboration with Google and Intel
  • Built production-grade infrastructure supporting edge computing platforms and developer environments

Tech Stack

Cloud & Infrastructure

AWS Kubernetes Terraform Docker ArgoCD

AI & Machine Learning

LangChain Python

Backend & Languages

Go Python Java

DevOps & Tools

Jenkins GitHub Actions Git

Pinned Loading

  1. open-edge-platform/edge-manageability-framework open-edge-platform/edge-manageability-framework Public

    A comprehensive solution designed to streamline and enhance the deployment and management of infrastructure and applications at the edge

    Go 100 19

  2. SRE-Spaghetti/SRE-Orchestrator SRE-Spaghetti/SRE-Orchestrator Public

    Python 1

  3. opennetworkinglab/onos opennetworkinglab/onos Public

    Open Network Operating System

    Java 1.3k 773

  4. stratum/stratum stratum/stratum Public

    Stratum is an open source silicon-independent switch operating system for software defined networks.

    C++ 409 140

  5. stratum/fabric-tna stratum/fabric-tna Public

    The SD-Fabric data plane

    Java 33 15

  6. awesome-sdn awesome-sdn Public

    Forked from sdnds-tw/awesome-sdn

    A awesome list about Software Defined Network (SDN) ,

    2