Matthew Tracy
Senior Software Engineer - Amazon Leo (Kuiper)
Mercer Island, Washington, United States
Summary
👤
Senior🎓
Top SchoolMatthew Tracy is a Senior Software Engineer with 11 years at Amazon, currently building next-generation systems for Amazon Leo (Kuiper) and previously leading core Generative AI architecture for Astro Home Monitoring. He architects scalable cloud-native platforms, having driven a cloud re-architecture that cut costs 50% while enabling 10x scaling and built low-latency caching and orchestration services for multi-domain LLM interactions. Matthew combines deep systems and data-platform experience—designing a petabyte-scale robotics data index, automated data-quality pipelines that reduced unusable data from 33% to <5%, and tooling that accelerated annotation and QA by multiples. He’s delivered organization-wide prompt engineering standards and automation that slashed tuning time by 75% and raised capability reliability above 90%, while leading cross-team privacy guardrails with >95% compliance. Based in Mercer Island, WA, he pairs hands-on engineering with mentorship and process transformation, consistently turning complex research and ML workflows into production-grade, developer-friendly systems. An early tinkerer in systems programming and mobile ML, he often bridges low-level engineering with high-level AI orchestration to get hard features shipped.
11 years of coding experience
Bachelor's Degree Computer Science, Bachelor's Degree Computer Science at Purdue UniversityComputer Science, Computer Science at Harvard Summer School
English
Github Skills (5)
discount4
fabric2
world-of-warcraft2
minecraft2
space1
Programming languages (1)
Github contributions (5)
mtracy01/MiniMap
Jan 2015 - May 2015
Contributions:2 releases, 271 commits, 223 pushes in 4 months
mtracy01/CIC
May 2015 - Nov 2015
Contributions:84 pushes, 1 branch in 5 months
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