Marcus Levine is a data scientist-turned-DevOps leader with 10 years of experience building and productionizing data platforms, ETL pipelines, and machine learning workflows. He combines hands-on engineering—from Airflow and Spark pipelines that process hundreds of millions of rows—to cloud infrastructure automation with Terraform, Ansible, and Kubernetes. As a founder and advisor, he helps organizations integrate LLMs and AI into business processes, design CI/CD pipelines, and translate technical strategy to non-technical stakeholders. Marcus is an active open-source contributor to high-profile projects like Apache Airflow, where he’s improved UI DAG functionality and provider integrations, reflecting his knack for bridging data engineering and developer experience. Based in Fort Lauderdale, he has a background in astrophysics and a creative streak from years in A/V and editorial roles, which informs his clear technical communication and product-focused thinking. He excels at turning complex data science prototypes into robust, maintainable production systems.
10 years of coding experience
11 years of employment as a software developer
Full Stack Web Development Certification, Computer Software Engineering, Full Stack Web Development Certification, Computer Software Engineering at Free Code Camp
High School Diploma, High School Diploma at Coral Springs High School
Bachelor’s Degree, Astrophysics and Philosophy (Double Major), Bachelor’s Degree, Astrophysics and Philosophy (Double Major) at Columbia University
Dutch, English, Spanish
Stackoverflow
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Github Skills (17)
apache-airflow10
data-pipelines10
python10
workflow-engine10
orchestration10
data-pipeline10
devops10
amazon-elasticsearch9
aws-elasticsearch9
elasticsearchquery9
elasticsearch-api9
backend9
elasticsearch9
docker8
webui8
Programming languages (7)
TypeScriptShellGoJupyter NotebookRubyRich Text FormatPython
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Role in this project:
Back-end Developer & DevOps Engineer
Contributions:2 reviews, 8 PRs, 26 comments in 3 years 10 months
Contributions summary:Marcus contributed to bug fixes and enhancements related to the Airflow web interface (UI) and underlying DAG functionalities. They addressed issues with the graph modal and "Zoom into Sub DAG" links. Additionally, they refactored the Elasticsearch provider, updating dependencies. The user also incorporated checks for blinker in the Sentry setup and made improvements in the DAG functionality.
Contributions:233 pushes, 82 branches, 2 tags in 2 years 8 months
swarmdockercomposedocker-composeworkflows
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