Linh Tran

Founder

Greenbrier, Arkansas, United States10 yrs 7 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • 12 years of backend systems and data pipeline experience.
  • Founder of GreenbrierAI, focusing on automation for small businesses.
  • Worked with Fortune 1000 clients and major tech companies.
Stackforce AI infers this person is a Backend-focused Software Engineer with expertise in SaaS and automation solutions.

Contact

Skills

Core Skills

Workflow AutomationAi IntegrationData IngestionEtl PipelinesCassandraPython AutomationGoAwsJavaSpringJavascriptC#

Other Skills

Data pipelinesSystem integrationsCustom automationsMessage queuesBatch jobsEvent-driven patternsData mappingValidationTransformationTesting frameworkInternal toolingGormgRPCPostgreSQLMySQL

About

I spent 12 years building backend systems and data pipelines for companies like Netflix, HashiCorp, and Intuit. I've worked with healthcare data, government systems, and Fortune 1000 clients. Now I run GreenbrierAI, a consulting practice based in Greenbrier, Arkansas. I help small businesses automate the repetitive stuff: syncing data between systems, sending follow-ups, processing invoices, and eliminating the manual work that shouldn't be manual. You shouldn't need an enterprise budget to have enterprise-quality technology. If you're a small business owner spending hours on tasks that could run themselves, I'd love to buy you a coffee and talk about it. linh@greenbrierai.com | greenbrierai.com

Experience

10 yrs 7 mos
Total Experience
1 yr 9 mos
Average Tenure
--
Current Experience

Greenbrierai

Founder & Consultant

Mar 2026Present · 3 mos · Greenbrier, AR

  • Workflow automation and AI integration consulting for small businesses. I connect existing tools, eliminate manual data entry, and build workflows that run on their own.
  • Specializing in data pipelines, system integrations, and custom automations for businesses in healthcare, insurance, retail, and service industries.
Workflow automationAI integrationData pipelinesSystem integrationsCustom automations

Movemedical

Senior Software Engineer

Mar 2025Feb 2026 · 11 mos · Remote

  • Built data ingestion and ETL pipelines using message queues, batch jobs, and event-driven patterns to ingest, clean, and transform large-scale CSV datasets (millions of rows) into internal data models
  • Developed integration layer connecting MoveMedical’s SaaS platform with multiple client ERP systems, handling data mapping, validation, and transformation for reliable cross-system data flow
  • Designed and built a new testing framework to support continuous integration and delivery across the engineering org
Data ingestionETL pipelinesMessage queuesBatch jobsEvent-driven patternsData mapping+3

Netflix

Software Engineer (Contractor)

Apr 2024Mar 2025 · 11 mos · Remote

  • Implemented migration of Cassandra clusters to an internal policy-based authorization model, improving security posture across the platform
  • Managed and provisioned all Cassandra clusters company-wide using Python automation and internal tooling, eliminating recurring developer toil and reducing manual overhead
CassandraPython automationInternal tooling

Hashicorp

Senior Software Engineer

Jun 2021Jun 2023 · 2 yrs · Remote

  • Tech Stack: Go, Gorm, gRPC, PostgreSQL, MySQL, Redis, Datadog, Terraform, Nomad, Consul, AWS, Azure
  • Improved customer adoption rates by 50% by eliminating workflow roadblocks, delivering value to customers sooner.
  • Ensured 99.99% availability for HashiCorp’s high-performance distributed application on AWS.
  • Owned the complete lifecycle of feature development, from design through deployment in production, including instrumenting, monitoring and observability.
  • Collaborated with internal and external stakeholders to assess needs and identify technical features that delivered exceptional value to hundreds of Fortune 1000 companies, resulting in a 20% increase in revenue and customer satisfaction metrics.
  • Assisted in a greenfield authentication and authorization project, utilizing Role-Based Access Control and JWT, TLS, and OAuth to secure 100% of the platform.
  • Contributed to microservices hardening to make services production-ready.
  • Mentored junior developers on software engineering best practices, improving team velocity by 25%.
GoGormgRPCPostgreSQLMySQLRedis+6

Intuit

Senior Software Engineer

Dec 2020May 2021 · 5 mos

  • Tech Stack: Java, Spring/Spring Boot, JPA, Hibernate, MySQL, AWS
  • Reduced storage costs by 30% in internal release pipeline management system by implementing new archival features for the CI/CD platform.
  • Streamlined release pipeline configuration, saving internal developers about 30 minutes per new microservice.
JavaSpringSpring BootJPAHibernateMySQL+1

Movemedical

Senior Software Engineer

Oct 2019Dec 2020 · 1 yr 2 mos

  • Tech Stack: Java, Lombok, jOOQ, MySql, Redis, Vert.x, AWS
  • Spearheaded MoveMedical's onboarding of its largest client to date, securing millions of dollars of revenue for the subsequent four years.
  • Created robust web services for SaaS products, leveraging queues, caching, enterprise messaging patterns, and asynchronous code execution to process large volumes of data 30% more efficiently.
JavaLombokjOOQMySQLRedisVert.x+1

Bae systems

4 roles

Senior Software Engineer

Apr 2019Aug 2019 · 4 mos

  • Tech Stack: Java, Postgres, Karaf, Camel, Python, AWS, Docker, Kubernetes
  • Sole contributor to a new Audit System to ensure compliance with Quality Assurance CCMI-5 requirements, making BAE stand out amongst competitors, allowing the company to retain existing customers and earn multiple new contracts.
  • Executed BAE’s transition from monolith to microservices which were deployed in Docker/Kubernetes, allowing for horizontal scaling, resiliency, and high availability.
  • Implemented a mechanism for testing Docker containers to catch issues during developer builds instead of in production. This temporary stopgap was quickly rolled out utilizing Docker-Compose, Ant, and Python.
  • Leveraged various queues, such as ActiveMQ and AWS SQS, and enterprise messaging patterns to
  • asynchronously process large volumes of data.
  • Integrated third party REST/SOAP APIs to add more functionality and value to existing software, attracting 10% more customers.
JavaPostgresKarafCamelPythonAWS+2

Software Engineer II

Promoted

Jun 2016Apr 2019 · 2 yrs 10 mos

  • Tech Stack: Java, Postgres, Solr, Karaf, Camel, Javascript, React, NodeJS
  • Implemented new features and fixed bugs in Java web services, utilizing dependency injection via Aries Blueprint and Apache Camel for integration between discrete components.
  • Developed new UI features for web based applications using Javascript, React with Flux pattern. This brought a legacy desktop application's features to the web and made it more easily accessible to customers.
  • Integrated with TerraGo REST API to better visualize their notebooks and notes into our software in order for end-user analysts to have a consolidated view of all the data required to perform their job.
JavaPostgresSolrKarafCamelJavaScript+2

Software Engineer

Oct 2014Jun 2016 · 1 yr 8 mos

  • Tech Stack: C#, Java, Spring, Javascript
  • Used C# and WPF to develop new features and resolve defects for desktop application.
  • Maintained SOAP and REST web services, adding new methods to API as needed.
  • Used JavaScript, HTML, and CSS to develop features and resolve defects for web client.
C#JavaSpringJavaScript

Software Engineer Intern

Jun 2014Oct 2014 · 4 mos

  • Created VBA automations in Microsoft Access and Excel to allow analysts to do their jobs more efficiently.

American specialty health

Software Automation Intern

Jun 2013May 2014 · 11 mos

Education

Regis University

Bachelor's Degree — Computer Science

Jan 2012Jan 2015

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