Oskar Flores

Tech Lead

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Summary

Backend engineer since 2008, now a tech lead building serverless platform services on AWS in TypeScript.

I design shared services that product teams build on, so each app doesn't have to solve auth, secrets or installation handling on its own. I apply Domain-Driven Design day to day, and in 2025 I wrote a short book about using it in serverless applications.

Before that I spent years on data pipelines, streaming and cloud migrations, mostly in Java and Scala.

Experience

  1. Tech Lead · Appfire

    Apr 2022 – present · 4 years 7 months

    Tech lead for serverless platform services on AWS, used by multiple product apps.

    • Built a shared, serverless key management service: apps authenticate through our common auth layer and get their keys for external services, without storing secrets
    • Built an installation management service that tracks installs across products, stores their data and refreshes tokens, so apps don't have to
    • Design serverless architectures in TypeScript with Lambda, API Gateway, DynamoDB, SQS, SNS and Step Functions
    • Introduced Domain-Driven Design and Clean Architecture, cutting technical debt by around 20%
    • Mentor a team of 6 developers on serverless design, testing and CI/CD
    • Moved critical processing onto SQS queues so failures are retried instead of lost, improving reliability by around 25%
    • All infrastructure defined in AWS CDK with automated tests in every pipeline; projects delivered around 15% ahead of schedule
  2. Backend Software Engineer · Comalatech

    Nov 2018 – Sept 2022 · 3 years 11 months

    Apps for Atlassian Confluence. I worked on the Comala document management and workflow apps, among the most used on the Atlassian Marketplace.

    • Built serverless APIs with Lambda, API Gateway and DynamoDB
    • Part of the move from servers to serverless, which cut running costs by around 40%
    • Connected services through SQS and SNS
    • Pushed for automated tests on every change, which cut production bugs by around 25%
    • New features and ongoing maintenance for the Comala workflow apps
  3. Big Data / Backend Developer · Isetic

    Feb 2018 – Nov 2018 · 10 months

    Isetic built Zeus, a cloud platform that monitored industrial machines and predicted failures. The company closed in late 2018.

    • Built a machine learning pipeline and API for anomaly detection on industrial IoT machines
    • Designed distributed, multi-threaded Java processors fed by RabbitMQ and Amazon Kinesis, with Redis for shared state and caching
    • Wrote a Java service that read data from PLCs, aggregated it and stored it in DynamoDB
    • Built Spring Boot APIs, packaged with Docker and deployed on AWS container services
    • Provisioned EC2 and Lambda with Ansible; CI/CD with Jenkins
    • Unit and integration tests with JUnit and Cucumber
  4. Big Data / Backend Developer · Ve Interactive / Ve Global

    Jan 2016 – Feb 2018 · 2 years 2 months

    Product recommendation APIs on Mesos/Marathon, backed by real-time processing with Apache Storm and HBase.

    • Real-time pipeline with Storm and Kafka; downstream processing in Scala and Spark
    • Recommendation APIs built with Spring Boot and Docker
    • Service metrics collected in InfluxDB and Grafana for monitoring
    • Unit and integration tests with JUnit and Cucumber, in a CI/CD pipeline
  5. DevOps Engineer · Ve Interactive

    Feb 2015 – Jan 2016 · 1 year

    Moved the company's on-premise infrastructure to Azure.

    • Migrated more than 400 machines to Azure
    • Fully automated environments with Puppet and Azure Resource Manager templates
  6. Software Developer · Deloitte

    Jan 2013 – Feb 2015 · 2 years 2 months

    Analysis and development of the Basque Government's environmental management platform, integrated with its e-administration platform, PLATEA.

    • Java, EJB and JSP on WebSphere
  7. Software Developer · Datinet

    June 2008 – Jan 2013 · 4 years 8 months

    Consultancy work in Java and C# for clients including Osakidetza (Basque Health Service), Liberty Seguros and Iberdrola.

    • Java, EJB and JSP on WebSphere, with Oracle databases

Publications

Domain-Driven Design in Serverless Applications Self-published · 2025 A practical guide, about 100 pages, on structuring serverless applications with DDD patterns that hold up in production.