Open to opportunities

Armon Lee

@armonlee

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Senior software engineer specializing in data-centric systems, ML automation, and cloud-native DevSecOps.

United States

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What I'm looking for

I seek senior engineering roles focused on scalable ML/data platforms, cloud-native DevSecOps, and improving developer experience while mentoring teams.

I am a seasoned Senior Software Engineer with over 15 years building scalable, data-centric systems and ML-powered automation for tech and healthcare. I consistently deliver cloud-native microservices, reliable ETL pipelines, and developer tooling that accelerate experimentation and production model rollouts.

My work spans Python, SQL, time series analysis, prediction modeling, and causal inference, combined with strong DevSecOps practices using Docker, Kubernetes, Terraform, and CI/CD pipelines. I have led architecture and implementation of event-driven services, automated data workflows, and secure ML deployment patterns that improved analytical latency and operational reliability.

I thrive in cross-functional teams, mentoring engineers, partnering with data scientists, and embedding statistical validation and observability into products. I seek roles where I can drive secure, reproducible ML delivery and developer experience improvements at scale.

Experience

Work history, roles, and key accomplishments

Senior Software Engineer

Secure Haven LLC

Feb 2021 - Aug 2025 (4 years 6 months)

Led development of internal developer experience tooling and event-driven microservices for clinical and operational datasets, modernizing ETL and ML model deployment to accelerate experimentation and reduce analytical latency.

Python Spark Airflow GitHub Actions Docker Kubernetes Terraform PostgreSQL BigQuery

Senior Full Stack Engineer

Lumenalta

Jun 2018 - Nov 2020 (2 years 5 months)

Developed backend services and React/Next.js interfaces for analytics-driven SaaS, implemented scalable ETL and real-time streaming to support forecasting features and improved API and database performance.

Python TypeScript React Kafka PostgreSQL MongoDB Docker Kubernetes

Software Engineer

D-Ware

Apr 2016 - Mar 2018 (1 year 11 months)

Built operational and workflow tools in C#, Java, and PHP for logistics clients, improving database structures, CI/CD pipelines, and monitoring to enhance reliability of large transactional systems.

C++Java PHP MySQL SQL Server Jenkins Octopus Deploy CI CD Monitoring

Software Developer

Gatun Technologies

Apr 2014 - Mar 2016 (1 year 11 months)

Contributed to commercial applications using Python and JavaScript, creating reusable modules, improving API design, and implementing UI components and deployment processes to support client-facing tools.