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Carlos Chulo

@carloschulo

Staff Software Engineer at Illumina who automated ML deployments, cutting a three-hour release process to under 20 minutes.

United States
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At Illumina, I own ML lifecycle management from experiment tracking through model deployment, and built Kubernetes data pipelines that feed genomic variant data to six downstream teams.

I automated recommendation-system deployments with Terraform and Helm, reducing a three-hour release process to under 20 minutes. I’ve also moved ML environment definitions into version-controlled Terraform modules and set up production monitoring with Prometheus and Grafana.

Experience

Work history, roles, and key accomplishments

Illumina logoIL
Current

Staff Software Engineer

May 2024 - Present (2 years 5 months)

Lead infrastructure architect for ML and data platform teams, covering MLOps tooling, scalable data pipelines, and cloud infrastructure across AWS, GCP, and Azure at genomics scale. Owned ML lifecycle management and automated deployment of recommendation systems, cutting release time from 3 hours to under 20 minutes.

PC

Software Development Engineer III

pSemi, A Murata Company

Apr 2021 - May 2021 (1 month)

Short-term senior contributor on internal DevOps tooling for semiconductor design automation, focused on CI pipeline reliability and environment management. Stabilized a flaky Jenkins-based CI pipeline by rewriting key bash scripts and documented deployment procedures for 5 internal tools.

PC

Software Development Engineer II

pSemi, A Murata Company

Jun 2018 - Apr 2021 (2 years 10 months)

Software and DevOps engineer supporting internal simulation and test infrastructure for RF semiconductor design teams, working across Linux, Python, and shell tooling. Automated data collection from simulation runs and set up Docker-based local development environments.

Education

Degrees, certifications, and relevant coursework

University of California, San Diego logoUD

University of California, San Diego

Bachelor's, Computer Science

2015 - 2018

Bachelor's degree in Computer Science from the University of California, San Diego, completed in 2018.

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