Nathan St Pierre
Machine Learning Screencast SME at SweetRush Inc.
Palm Bay, Florida, United States
Summary
👤
Senior🎓
Top SchoolNathan St Pierre is a Machine Learning Screencast SME and AI practitioner with 10 years of experience building production-ready ML systems and educational technology that scale. He blends PhD-level research methods in education with hands-on engineering—designing custom neural nets, RAG architectures, vector embeddings, and adaptive learning platforms using PyTorch/TensorFlow. His work has halved data processing time, boosted learner engagement by over a third, and produced an industry-facing RAG content assistant and adaptive quiz system with real-time analytics. An experienced educator and researcher, he has published widely, taught at university level, and translated pedagogical insights into measurable product improvements. Based in Palm Bay, FL, he pairs deep domain expertise in learning analytics with practical API and pipeline implementation, and even lists a compiler interest on GitHub hinting at a broader systems-level curiosity.
10 years of coding experience
Bachelor of Music Vocal Music Education, Bachelor of Music Vocal Music Education at University of HartfordMaster of Education - MEd Kodály Music Education, Master of Education - MEd Kodály Music Education at Loyola University MarylandDoctor of Philosophy - PhD Music Teacher Education, Doctor of Philosophy - PhD Music Teacher Education at George Mason University
Github Skills (95)
euler10
tikz10
category-theory10
rust-language10
garbage-collection10
rust-lang10
linux10
polyhedra10
latex10
compiler10
rust10
mathematics10
diagram10
crate10
allocator10
Programming languages (13)
Github contributions (5)
doctorn/cuajs
Oct 2019 - Nov 2022
The Cambridge University Anglo-Japanese Society Website
Contributions:21 PRs, 29 pushes, 1 branch in 3 years 1 month
cambridgejapanesejekyllcambridge-university
doctorn/homotopy-rs
Jun 2021 - Feb 2022
A Rust/WASM implementation of homotopy.io
Contributions:119 pushes, 33 branches in 8 months
homotopyrustwebassemblypyo3rust-wasm
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