Hello, world. I'm

Jake Jeffreys

Senior Platform Engineer

Designing and scaling cloud-native backend systems. Currently building platform infrastructure at Ibotta.

About Me

I'm a Senior Platform Engineer based in Denver, Colorado with 8+ years of experience designing and scaling cloud-native backend systems. Currently at Ibotta, I lead backend architecture and AWS infrastructure projects that support a partner network serving millions of daily customers — including integrations with DoorDash, Instacart, and Walmart.

I specialize in AWS serverless architecture, Terraform-based infrastructure, and building systems that are fast, reliable, and easy to operate. I care about the details — whether that's shaving latency off a hot path, building observability into a service from day one, or mentoring engineers to level up their craft. I thrive in environments where engineering quality and product velocity reinforce each other.

Originally from Portland, Oregon, I moved to Denver in 2018 and haven't looked back. The mountains are a big part of my life — skiing in winter, backpacking and rafting in summer. I'm also into live music, barbecue, and in my free time I enjoy exploring real estate and personal finance, including managing my own Airbnb property.

Quick Stats

Years of Experience
8+
Current Location
Denver, CO
Current Role
Sr. Platform Engineer
Current Company
Ibotta

Currently

  • Planning a wedding
  • Building platform infrastructure at Ibotta
  • Trying to keep up with the rate of change in AI tooling
  • Exploring the Colorado 14ers

Interests & Passions

SkiingBackpackingLive MusicSoccerRaftingReal EstateCoffeeBarbecueTravelBikingInterior DesignPhotographyRunningPersonal FinanceBoard Games

Experience

Ibotta

Denver, CO

Senior Platform Engineer

Current

Jan 2024Present

  • Led backend architecture, API development, and scalable database design for a partner network with millions of daily customers.
  • Deployed extensible AWS infrastructure with Terraform, onboarding partners including DoorDash and Instacart.
  • Architected an image delivery system via API Gateway, Lambda, S3, and CloudFront serving thousands of partners daily.
  • Improved reliability with Datadog, Runscope, and BlazeMeter; participated in 24/7 on-call rotations.
  • Won internal Hackathon with an image compression solution that cut data transfer costs by $100,000+ annually.
  • Mentored new engineers, accelerating ramp-up and driving adoption of best practices.

Platform Engineer

Jun 2021Dec 2023

  • Developed and launched the Ibotta Performance Network to power Walmart's digital promotion platform.
  • Built out AWS serverless infrastructure including Lambda, DynamoDB, S3, SNS, SQS, and API Gateway.
  • Led cross-team projects, managing risks and dependencies from inception through release.
AWSLambdaDynamoDBS3CloudFrontAPI GatewaySNSSQSTerraformPythonNode.jsDatadog

Xactly

Denver, CO

Software Engineer II

Nov 2020May 2021

  • Developed new product features giving customers granular control of sales data.
  • Integrated UI components into a React application and built supporting backend APIs.
  • Implemented feature flagging, A/B testing, and beta testing pipelines using Split.io.
  • Coached junior engineers in Git flow, code review, and API best practices.

Software Engineer I

Nov 2018Oct 2020

  • Migrated backend from Node.js to Java Spring, aligning acquired products with core platform architecture.
  • Created CI pipelines in Jenkins to run multi-environment test suites, improving release confidence.
  • Delivered REST APIs and performed SQL data migrations to support new functionality and integrations.
ReactJavaScriptJavaSpringREST APIsSplit.ioGitJenkinsSQL

TrueCar

Santa Monica, CA

Software Engineer, Intern

Jun 2017Dec 2017

  • Contributed to feature development on TrueCar's automotive marketplace platform.

Portland General Electric

Portland, OR

Software Engineer, Intern

Mar 2016Sep 2016

  • Built an on-call scheduling tool as part of the Application Development team.

Tech Stack

Languages
TypeScriptTypeScript
JavaScriptJavaScript
Java
PostgreSQLSQL
GNU BashBash
PythonPython
Backend
Node.jsNode.js
SpringJava Spring
REST APIs
DockerDocker
KubernetesKubernetes
Infrastructure
AWS
Lambda
DynamoDB
S3
CloudFront
API Gateway
SNS
SQS
TerraformTerraform
Observability
DatadogDatadog
RURunscope
BlazemeterBlazeMeter
AI & Agents
AnthropicClaude Code
AnthropicClaude API
COContext Management
MCMCP
AGAgents
SKSkills

GitHub Activity

JakeJeffreys avatar
Jake Jeffreys@JakeJeffreys
2
followers
11
repos

Contribution activity — past 52 weeks

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Recent Events

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Photo Feed

Life outside the terminal.

Contact

Get In Touch

I'm always open to interesting conversations and new opportunities.