Data is the foundation of business
You should be maximizing the value you get from it
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Hi, I'm Katie...

I've been working within the data space for over a decade, building products and teams centered around data. I have a passion for building scalable machine learning solutions that improve software products without drastically increasing costs. I've worked with a wide range of technologies and industries, and believe that custom solutions allow for each business's unique priorities to flourish.

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What I'm best at


ML Ops
Hitting road bumps getting your models into production? Bridging the gap between modeling data and its production deployment is so important and I love helping my clients improve their processes to make this seamless. Through CI/CD, automated training, and distributed patterns, I can help make this process painless.
Expecting growth or building new features? Scalable architecture is my passion. I can assist with net new projects, new features, or code refactors. Through extensible design patterns, we can improve speed to market in addition to improving performance.
Backend & Data Engineering
Need extra hands on the keyboard? I love to contribute code for my clients, and am comfortable working in a wide range of languages. My skills are more focused on backend processes and data pipelines, but I do also work on front end applications when the need arises.
Infrastructure & Security
Early phase on a data centered software product? I am happy to help get you started with cloud infrastructure, dev ops, and standards that will support and scale with a growing software team.
Looking for a new model or feedback on an existing one? I am here to help. I have experience working with many modeling approaches in a wide range of industries. I believe domain knowledge is integral to this process, and understanding your business, your data, and your goals is my highest priority.
Looking for a bit of direction? I also offer services as an advisor - this could look like a standing call, ad-hoc meeting, or providing a roadmap for you to meet your goals.
Some of my Incredible Clients
News & Recent Posts

Taking a Data-Driven Approach to Women's Fertility with Rita

Apr 20, 2023

Fertility is a critical aspect of women’s health, but one that’s too often shrouded in mystery due to the complexity of the factors at play: lack of education around reproductive health, misinformation about fertility in popular culture, stigma and lack of research around fertility issues, and the interplay of biological factors that make it difficult to make informed decisions. One startup is out to change this.

A Data Love Story: community spotlight with Katie Baker

Apr 5, 2022

I was recently honored with a community spotlight from Tribe, a community of some of the most brilliant folks in the data and machine learning space.

Want help getting more out of your data?
I'd love to help you incorporate best data practices into your business and help you meet your data goals!
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