Sean Reed
Senior Software Engineer - AI at Stealth
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolSean Reed is a Senior Software Engineer specializing in generative AI who translates research into production-grade LLMs, AI agents, and high-performing RAG systems across indexing, storage, retrieval, synthesis, and evaluation. With 11 years of experience and a strong cloud pedigree (multiple Azure certifications and prior AWS certs), he designs end-to-end architectures that balance latency, throughput, and model evaluation while operationalizing fine-tuned models on specialized infrastructure. He has led multi-agent orchestration for voice AI integrations, built Python SDKs for real-time ordering workflows, and delivered clinical and retail ML systems that materially reduced latency and unlocked new business value. Comfortable with academic literature and fluent in Python and SQL, he pairs an NYU master’s in economics and a physics undergraduate background with hands-on MLOps, Ray/Spark deployments, and private-vector-store RAG implementations. Outside work he writes science-and-technology picture books for kids, a creative thread that underscores his ability to communicate complex ideas clearly.
11 years of coding experience
9 years of employment as a software developer
Master's degree, Economics w/ Minor in Statistics, Master's degree, Economics w/ Minor in Statistics at New York UniversityB.S., Physics, B.S., Physics at Fordham University
Github Skills (52)
padding10
data-science9
pytorch9
python9
machine-learning9
tensorflow9
deep-learning9
command-line-tool8
cli8
jax8
homebrew8
administration8
binaries8
comet-ml8
neural-network7
Programming languages (5)
Github contributions (5)
seanreed1111/180DaysOfCode
Jul 2015 - Apr 2022
Contributions:14 pushes, 1 branch in 6 years 10 months
seanreed1111/box-office-data
Jul 2017 - Aug 2017
Contributions:12 commits, 11 pushes, 1 branch in 7 days
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