Summary
Kristen Mccabe is a software development engineer with 11 years of experience building production-scale data and ML systems at Amazon, spanning music personalization and supply chain forecasting. She specializes in batch processing and model training pipelines, low-latency high-throughput runtime services, and operational observability, using Java, Python, Scala, Spark, Hadoop, EMR and AWS services. Kristen excels at translating scientific prototypes into scalable production systems and routinely collaborates across teams to solve real customer and business problems. Based in Seattle, she also mentors engineers and enjoys designing solutions that balance technical rigor with measurable business impact. An engineer who thinks from the outside in, she focuses on outcomes and operability as much as algorithms and code.
11 years of coding experience
Bachelor of Arts - BA, Bachelor of Arts - BA at Tufts University