# Rowan Hall

Rowan Hall is a remote worker on Himalayas, Senior MLOps & AI Platform Engineer at Omnicell, based in United States.

Source: https://himalayas.app/@rowanhall

```text
Senior MLOps engineer at Omnicell who operationalizes production ML and LLM platforms.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | United States |
| Authorized to work in | United States |
| Salary expectations | 90k+ USD |
| Job categories | MLOps Engineer, AI Platform Engineer, Machine Learning Engineer, Software Engineer |
| Skills | MLOps, Machine Learning, AI Platforms, ML Lifecycle, Model Serving, LLMOperations, CI CD, ML Pipelines, Model Monitoring, Kubernetes, Cloud Infrastructure, AWS, GCP, Azure, Infrastructure as Code |

## About

```text
At Omnicell, I architect and operate a Kubernetes-based MLOps platform supporting production ML and LLM models. I’ve standardized training, deployment, and monitoring workflows across distributed systems.

I designed CI/CD pipelines with GitHub Actions, ArgoCD, Helm, and Docker, and migrated legacy ML workflows to MLflow and Kubeflow. These workflows support reproducible training, model packaging, and automated releases.

I built model-serving infrastructure with Kubernetes and KServe/Seldon, including GPU-backed inference, autoscaling, and resource isolation. I also implemented monitoring with Prometheus, Grafana, and Python services to track latency, throughput, and model and data drift.

Earlier, at Miles IT, I built containerized ML pipelines and deployed batch and real-time models on AWS. At Surescripts LLC, I developed Python backend services and supported data and ML workflows using Hadoop tools.
```

## Experience

### Senior MLOps & AI Platform Engineer (current)

[Omnicell](https://himalayas.app/companies/omnicell). Sep 2019 - Present

```text
Implemented progressive delivery strategies for MLOps and AI services, including canary releases, shadow deployments, and automated rollback. Architected a cloud-native MLOps platform on Kubernetes supporting production ML and LLM models.
```

Skills: MLOps, MLFlow, Kubeflow, Kubernetes, Amazon-EKS, KServe, Seldon, GitHub-Actions, ArgoCD, Helm, Docker, Terraform, Prometheus, Grafana, Python, Airflow, Feast, AWS, GCP, Azure, CI-CD, Model-Lifecycle, Observability, HIPAA, SOC2

### Machine Learning Engineer / Early MLOps Engineer

Miles IT. Jan 2016 - Aug 2019

```text
Built and maintained containerized ML pipelines using Docker, enabling consistent model packaging and deployment. Designed early ML automation pipelines using Jenkins, Airflow, and custom Python tooling.
```

Skills: Docker, Jenkins, Airflow, Python, AWS-ECS, EC2, Sagemaker, Spark, EMR, Cloudwatch, ELK-Stack, CloudFormation, SOX, PCI

### Software Engineer / ML Infrastructure Foundations

[Surescripts LLC](https://himalayas.app/companies/surescripts). Nov 2014 - Dec 2015

```text
Built and maintained Python-based backend services supporting data-intensive applications and early ML workflows. Automated data processing and model execution using cron-based scheduling and shell scripts.
```

Skills: Python, Hadoop, Hive, Pig, Git, Jenkins, ETL, Shell-Scripting

## Education

### Georgia Institute of Technology

Master's degree, Computer Science. 2016 - 2018

```text
Master's degree in Computer Science from Georgia Institute of Technology, completed in May 2018.
```

### Emory University

Bachelor's degree, Computer Science. 2010 - 2014

```text
Bachelor's degree in Computer Science from Emory University, completed in May 2014.
```

## Tech stack

- Pig
- Kubernetes
- Helm
- Jenkins
- GitHub Actions
- NumPy
- Pandas
- Databricks
- Terraform
- Python
- MLflow
- Kubeflow
- Grafana
- Prometheus
- Git
- Docker
- Amazon EMR
- Seldon
- Feast
- KServe
- Cursor
- ArgoCD
- AWS
- Azure
- Codex

To contact Rowan, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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