Oliver Mclaughlin
Gradient Janitor at KL Convergence
Rhode Island, United States
Summary
👤
Senior🎓
Top SchoolOliver Mclaughlin is an engineer and researcher with eight years of hands-on experience at the intersection of systems, machine learning, and mathematics, currently working as a "Gradient Janitor" focused on training and debugging models. He brings research rigor from Brown University—publishing work on phonetic structure in LLaMA 3.2 and evaluating medical VLMs—and practical systems experience from implementing high-performance data loading and Arrow IPC subsets in Rust. Comfortable moving between low-level systems optimization and interpretability experiments, Oliver has a knack for turning experimental ideas into reliable tooling and reproducible results. His background includes language tooling and debugger work for the Asteroid project and early-career practical problem-solving on historical-house plumbing—evidence of both technical depth and pragmatic care. Based in Rhode Island, he combines academic publishing with production-minded engineering and an unusual willingness to "become the model" when hunting subtle bugs like layernorm issues.
8 years of coding experience
3 years of employment as a software developer
Master's degree Artificial Intelligence and Machine Learning, Master's degree Artificial Intelligence and Machine Learning at Brown UniversityBachelors of Science Computer Science, Bachelors of Science Computer Science at University of Rhode IslandAssociate's degree Computer Science, Associate's degree Computer Science at Community College of Rhode Island
Github Skills (17)
pattern-matching10
higher-order-functions10
scripting-language10
programming-language9
parquet9
operating-system8
clustering8
apache-arrow8
kernel8
unix8
browser7
rust7
multimodal2
vpn2
react2
Programming languages (5)
Github contributions (5)
olwmc/clam
Mar 2023 - Mar 2024
Contributions:143 pushes, 10 branches in 1 year
olwmc/van
Feb 2021 - Sep 2022
Contributions:323 commits, 78 pushes, 1 branch in 1 year 7 months
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