SRE / CLOUD INFRASTRUCTURE — FREELANCE

SRE principles for systemsthat “never go down”and “ship fast”

I am a cloud engineer centered on AWS, with a track record in SRE, CCoE and platform engineering. Under a quasi-delegation contract, I join your team as a member and take on observability, cost optimization, security governance, CI/CD standardization and more.

Reply within 24 hours

TRACK RECORDFigures from projects I have worked on
Infrastructure cost reduction
35–40%
Reduction on projects I led
Availability
99.9%+
Set and maintained as an SLO
Production systems operated
8+
Streaming, payments, SaaS and more
Critical security incidents
0
During my engagements
01PROFILE

Profile

An engineer pursuing reliability and performance.

Basic information

Yuhi Abe

SRE & Cloud Engineer

Location
Hokkaido, Japan
Contract
Quasi-delegation
Status
Available for new projects
  • CCoECloud Governance
  • SREReliability Enhancement
  • Platform EngineeringDevelopment Efficiency

Self-introduction

Centered on AWS, I have worked in three roles — cross-product SRE (CCoE), product-dedicated SRE and platform engineering — improving reliability, cost, security and developer productivity. I also write guidelines and coordinate among stakeholders.

My strengths are experience across frontend, backend and cloud infrastructure, and openness to new technologies and tools. I enjoy using automation and performance improvements to raise the efficiency and quality of development and operations. I have also spoken at an external tech event.

02CAREER

Career

From frontend and backend to cloud infrastructure — over six years of hands-on experience, now focused on SRE and cloud infrastructure.

  1. — Present

    Self-employed

    SRE / Cloud Infrastructure

    Present

    Joined the SRE team of a major Japanese video streaming service, leading the observability domain, while continuing SRE work for a B2B real estate SaaS.

    Key achievements

    • Led the automation of operational tasks with AI agents (cutting task lead time by about 90%)
    • Cut data transfer by 50% by reworking the CloudFront caching strategy (tiered TTLs)
    • Designed and built a serverless platform for a campaign peaking at 2,000 rps
  2. —

    Digital Garage, Inc.

    CCoE / SRE (Senior Engineer)

    Full-time

    Joined as a full-time employee at the invitation of a client I had worked with as a freelancer. Drove company-wide cloud adoption as part of the CCoE, and handled SRE and infrastructure for products in the payments and real estate domains.

    Key achievements

    • Created and rolled out AWS usage standards
    • Improved MTTA and MTTR by building out observability with Datadog
    • Built the platform for a new product in about two months (migrating from CDK to Terraform and introducing Control Tower)
  3. —

    Self-employed

    SRE / Infrastructure / Backend

    Infrastructure and new development for a B2B real estate SaaS, dedicated to four of its products.

    Key achievements

    • Designed, built and operated a multi-tenant SaaS architecture
    • Cut infrastructure costs by 35–40%
    • Built Datadog monitoring and defined and operated SLOs
  4. —

    Ecomott Inc.

    Frontend / Backend / Infrastructure / Devices / IoT

    Full-time

    IoT integration and web application development, including an application for managing security and surveillance camera footage.

    Key achievements

    • Built a serverless architecture and codified it as IaC
    • Database design and REST API design and development
    • Built an automated testing platform on Selenium Grid
    • Implemented network camera operation and control features
    • Added features to and maintained an IoT data collection platform
03CASE STUDIES

Case studies

Challenges I tackled on real projects and what came of them, written up the way a postmortem is: challenge, measures, outcome.

CASE 01 · STREAMING

Automating operations with AI agents, and improving observability

Joined the SRE team of a major Japanese video streaming service, owning observability

Period
— Present
Employment
Self-employed
Role
Owner of observability; led the AI agent automation
Areas
  • Reliability
  • Platform engineering
  • Cost optimization
Challenge
Operational tasks such as support-desk requests and account provisioning were mostly manual, taking a day on average from opening an issue to closing it. Alerts were noisy and first-line analysis depended on individuals, so the time to acknowledge (MTTA) was long.
Measures
  • Operations automation with AI agentsDesigned and built a toil-automation platform from scratch, leading the work from the use-case inventory to the cost-benefit analysis and coordinating with other teams
  • Alert redesign and automated triageRedesigned New Relic severities to cut noise, automated first-line analysis with AI agents, and reviewed the results weekly
  • Infrastructure as code for ops servicesBrought Organizations, IAM Identity Center and similar services under IaC, and set standard rules for access management
  • CDN cost optimizationReworked the CloudFront caching strategy (tiered TTLs), cutting data transfer by 50%

OUTCOME

–90%

Lead time of operational tasks (from opening an issue to closing it)

BEFORE → AFTER

  • A day on average per issueAbout 0.1 daysHandled automatically by AI agents
  • Noisy alertsSeverities redesignedAlerts people can trust
  • Manual first-line analysisAutomated with AI agentsShorter MTTA

Results

  • Set up a KPI dashboard to keep measuring the effect and report it in numbers
  • Drew up an observability improvement roadmap and got the organization to agree on it

STACK

  • Amazon Bedrock
  • Claude Code Actions
  • Cloud Run
  • New Relic
  • PagerDuty
  • Terraform
  • AWS CDK
  • CloudFront
04SKILLS

Tech stack

Centered on AWS, covering IaC, CI/CD, monitoring and security — and always open to adopting new tools.

  • 01 · Cloud

    Cloud Services

    Cloud design and operations centered on AWS

    AWSGoogle CloudAzure
  • 02 · Development

    Development

    Application development and infrastructure automation

    PythonFastAPIFlaskDjangoJavaScriptTypeScriptVue.jsNuxt.jsAmazon BedrockClaude Agent SDK
  • 03 · DevOps

    IaC & DevOps

    Infrastructure as Code and CI/CD pipelines

    TerraformHCP TerraformAWS CDKGitHub ActionsGitlab CIAWS CodePipelineDockerAWS CloudFormationServerless Framework
  • 04 · Database

    Databases

    Design, operation and optimization of relational and NoSQL databases

    RDS AuroraDynamoDBMySQLPostgreSQLRedisValkeyElastiCacheS3OpenSearch Service
  • 05 · Security

    Security

    Cloud security and compliance

    WAFGuardDutyIAMMicrosoft Entra IDInspectorSecurity HubCloudTrailWiz
  • 06 · Monitoring

    Monitoring & Observability

    SLO/SLI design and monitoring platforms

    DatadogNew RelicSentryPagerDutyCloudWatchAWS X-Ray

CERTIFICATIONS

Certifications

  • SAAAWS Certified Solutions Architect - Associate
  • SOAAWS Certified SysOps Administrator - Associate
  • DVAAWS Certified Developer - Associate
  • AIFAWS Certified AI Practitioner
  • CLFAWS Certified Cloud Practitioner
  • IPAIT Passport
View Credly Badges
05SIDE PROJECTS

Side projects

Products I build in my spare time.

Portfolio Site

lp.yuhi-abe.com

"The site you are viewing" — a self-introduction page covering my career and track record. Built on the App Router with separated Server/Client components, a design modeled on an operations runbook with CSS-only scroll animations, and a contact form powered by Resend. Available in Japanese and English, with dark mode.

Tech Stack
Next.jsReactTypeScriptTailwind CSSReact Hook FormZodResendReact EmailJestGitHub ActionsVercel

Game Server Platform

Private project

Dedicated Minecraft Bedrock and Palworld servers, built and operated with Terraform. They start and stop from Discord slash commands and shut down automatically when idle to keep costs down. Backups and configuration changes are automated through CI/CD.

Tech Stack
AWSTerraformEC2LambdaEventBridgeRoute 53S3Systems ManagerCloudWatchPythonDiscord APIGitHub ActionsOIDCTrivyRenovate

Kurashi Compass

Private project

A web app that brings take-home business income, household finances and the path to FIRE together in one place. It works out how much can go to living expenses after taxes, social insurance and the impact of incorporating, keeps living costs in check with actual spending, and grows the amount available to invest. It also keeps billing between partners clear.

Tech Stack
Next.jsReactTypeScriptTailwind CSSSupabasePostgreSQLRow Level SecurityGoogle SSOpnpm workspaceGitHub ActionsRenovateVercel

Tempofy

tempofy.clefkit.com

"See the rhythm" — a web app that looks up a song's BPM and lets you practice with a metronome right away. It features a metronome accurate to ±1 ms using the Web Audio API and beat animations that visualize the tempo.

Tech Stack
Next.jsTypeScriptTailwind CSSClerkTursoDrizzle ORMSpotify APITavily Search APIWeb Audio APIGSAPSentryVercel

bookcap

Private projectPersonal use only

"Make the books I bought searchable" — a personal tool that handles only my own library, within the scope of private use. It automates an e-book app through the Win32 API to capture pages, converts them to text with local OCR and Claude, and reduces misreadings through proofreading and image matching. The result is compiled into Markdown that I can ask questions about, with answers citing their source pages.

Tech Stack
PythonuvTyperFastAPIPydanticpywinautoWin32 APIClaude Agent SDKYomitokuPyTorchpyrightRuffpytestpre-commit
06CONTACT

Contact

Get in touch about a role on your team, or to set up an informal chat. I reply within 24 hours.

The content you send is encrypted and transmitted securely. I usually reply within 24 hours.

For how the information you submit is handled, please see the Privacy Policy.

STATUSAvailable for new projects
Based in
Hokkaido, Japan (remote nationwide)
Reply
Within 24 hours
Working hours
Adjusted to your teamWeekend support for emergencies

ROLES

Contract types & positions

  • SRESite reliability engineering, from SLO/SLI design to on-call rotations
  • Infrastructure engineerCloud infrastructure design, build and operations based on AWS Well-Architected
  • Backend engineerREST API design and development, database design and tuning, CI/CD

I join your team as a member under a quasi-delegation contract.

Working Together

  • NDA Support
  • Information Security Compliance
  • Quasi-delegation Contract
  • 6+ years of experience

Reply within 24 hoursWorking hours adjusted to your team

Get in touch