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Achievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: YOLO

Highlights

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iEric0228/README.md

LinkedIn Email Resume Portfolio Profile Views Open to Work

About Me

I'm a DevOps & Cloud Engineer who builds production-grade, event-driven infrastructure on AWS. I focus on automation, observability, and cost efficiency — turning manual ops work into self-healing systems.

  • Built an AI-powered SRE Incident Analysis System using AWS Step Functions, Lambda, and Amazon Bedrock that auto-detects and analyzes infrastructure incidents with zero human intervention
  • Engineered an EKS-based GPU autoscaler using Karpenter to dynamically provision and de-provision nodes for LLM inference workloads
  • Engineered a FinOps automation tool that identifies and eliminates unused cloud resources on a scheduled basis
  • Passionate about CI/CD pipelines, IaC, and building systems that scale without breaking

Check out my cloud resume at ericchiu.page

Certifications

AWS CCP AWS SAA

Tech Stack

Cloud & Infrastructure

AWS ECS EKS Terraform Docker Kubernetes Linux

CI/CD & Automation

GitHub Actions AWS Lambda Step Functions

AI & Observability

Amazon Bedrock Prometheus Grafana CloudWatch

Languages & Config

Python Bash HCL YAML

Featured Projects

Project Description Stack
AI-SRE Incident Analysis System Event-driven serverless pipeline that auto-detects infrastructure issues and generates AI-powered root-cause analysis using Amazon Bedrock Step Functions · Lambda · Bedrock · DynamoDB · Terraform
Aura — EKS GPU Autoscaler Cloud infrastructure automation for AI workloads on ephemeral EKS clusters with Karpenter-driven GPU autoscaling for LLM inference EKS · Karpenter · Terraform · Python
FinOps Zombie Hunter Scheduled Lambda that scans AWS accounts for unused resources, calculates cost waste, and auto-remediates on a weekly cadence Lambda · Python · Terraform
Containerized 3-Tier App Full-stack application deployed via Terraform IaC with a CI/CD pipeline that enforces tests before every deployment Docker · ECS · RDS · Terraform · GitHub Actions
MCP DevOps Mentor Dockerized MCP server acting as a senior DevOps mentor — reviews infra, CI/CD pipelines, and cloud architecture with real-world best practices Docker · Python · GitHub API
Cloud Resume Serverless resume site on AWS with auto-deploy via GitHub Actions, visitor counter Lambda, and full Terraform IaC CloudFront · Lambda · DynamoDB · Terraform

Currently Learning

Terraform Associate CKA Helm

GitHub Stats

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  1. AI-SRE-INCIDENT-ANALYSIS-SYSTEM-AWS AI-SRE-INCIDENT-ANALYSIS-SYSTEM-AWS Public

    AI-powered SRE Incident Analysis System built on AWS. Automates log ingestion, incident classification, root cause analysis, and remediation suggestions using serverless architecture and AI. Demons…

    Python

  2. Aura_AI-driven-Under-utilized-Resource-Autoscaler Aura_AI-driven-Under-utilized-Resource-Autoscaler Public

    This is a cloud infrastructure automation project for AI workloads, specifically designed to deploy and manage ephemeral AWS EKS clusters for running large language models (Llama 3) with GPU autosc…

    Shell

  3. Cloud-resume Cloud-resume Public

    Serverless resume website on AWS with CloudFront, Lambda, DynamoDB, and Terraform IaC. Auto-deploys via GitHub Actions on push.

    HCL

  4. Containerized-3-Tier-Application Containerized-3-Tier-Application Public

    Build a Python/Node.js app with a database. Focus heavily on Infrastructure as Code (deploying the infra via Terraform, not the console) and writing a proper CI/CD pipeline that runs tests before d…

    HCL

  5. finops-zombie-hunter finops-zombie-hunter Public

    A scheduled/manual trigger AWS Lambda function (The Hunter) wakes up every Sunday midnight, scans your AWS account for unused resources (EBS volumes, RDS, NAT-gateway, Elastic IPs), calculates the …

    Python

  6. MCP-DevOps-Mentor MCP-DevOps-Mentor Public

    A dockerized MCP server acting as a senior DevOps mentor, integrating GitHub APIs and web search to review infrastructure, CI/CD pipelines, and cloud architectures with real-world best practices.

    Python