Vanessa Lomeli

About Vanessa Lomeli

At Capital One, my focus as a Data Engineer was elevating the reliability and accessibility of data for the development of new pipeline features. Leveraging tools like PySpark and Databricks, I played a pivotal role in refining credit policy data processes that resulted in the reduction of high-risk spending. My expertise in data quality has been instrumental in enhancing customer experiences for charge card products.The competencies I\'ve honed, especially in Java, AWS Lambda, and Glue infrastructure, have not only supported production environments but also resolved critical data issues. With a track record of delivering creative solutions, I ensure data integrity and contribute to the robustness of our technological framework. My commitment to excellence is evident in the troubleshooting efforts and continuous improvement initiatives that I spearhead.

Experience

1. Data Engineer

   State Farm

   Jan 2025 — Present

   In my current role, I design and build internal tooling that enables Machine Learning Engineers to reliably manage and deploy models at scale.I developed a reusable GitLab CI/CD component that allows teams to self-service ML model registration into an AWS-managed MLflow Tracking Server, standardizing model lifecycle workflows across multiple teams.My work focuses on Python-based automation, Infrastructure as Code, and cloud-native services on AWS (Lambda, Glue), with an emphasis on reliability, repeatability, and developer experience.I enjoy working at the intersection of data engineering, ML platforms, and infrastructure—building systems that make complex workflows easier for others to use.

Education

• Virginia Tech

  Bachelor’s Degree, Computer Science

Skills

• Python
• Matlab
• C
• Programming
• Java
• Powerpoint