Summary
Fred Stakem is a Senior Lead Data Science Engineer with 11+ years building production ML and distributed systems, currently leading data science engineering at DraftKings where he architected a millisecond-latency real-time pricing platform on Kubernetes using Python, Kafka, and Redis. He blends research-grade signal processing and machine learning expertise from his Georgia Tech background with hands-on software engineering across embedded devices, cloud, and edge IoT platforms. Fred has a track record of lifting teams toward software engineering best practices—introducing testing, documentation, code review, and agile processes—while refactoring legacy data libraries into extensible, well-documented tools. His career spans airline operations simulation, edge analytics, and complex event processing, reflecting a rare ability to translate operational domain knowledge into scalable software. Based in Marietta, GA, he is equally at home prototyping novel algorithms and shepherding them into resilient, production-grade systems.
11 years of coding experience
19 years of employment as a software developer
MS, Electrical Engineering, MS, Electrical Engineering at Georgia Institute of Technology
BS, Electrical Engineering, BS, Electrical Engineering at Purdue University