Dillon Daudert
Senior Machine Learning Engineer at PhysicsX
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolDillon Daudert is a Senior Machine Learning Engineer based in New York with 11 years of experience building production ML systems, bioinformatics pipelines, and scalable services. He has moved models from research into production—engineering PyTorch pipelines for large-scale multi-label classification, human-in-the-loop active learning that raised accuracy 20%, and RESTful model-serving stacks on AWS and Docker. His background in bioinformatics and security-informed data engineering enabled him to slash analysis times from weeks to hours and to design robust data pipelines and schemas across roles. An active open-source contributor, he has implemented and refactored core data structures in JuliaCollections, including a min-max heap implementation and improved binary heap APIs. Practical, research-savvy, and product-oriented, Dillon blends deep learning, linguistics-adjacent embeddings, and software craftsmanship to solve applied ML problems end-to-end.
11 years of coding experience
9 years of employment as a software developer
Master of Science - MS Computer Science, Master of Science - MS Computer Science at Western Michigan University
English, French
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (5)
data-structures10
data-structure10
julia10
testing9
algorithms9
Programming languages (3)
Github contributions (5)
JuliaCollections/DataStructures.jl
Dec 2018 - Jan 2019
Julia implementation of Data structures
Role in this project:
Back-end Developer
Back-end DeveloperContributions:13 commits, 2 PRs, 31 comments in 8 days
Contributions summary:Dillon's contributions primarily focused on implementing and refactoring data structures within the Julia programming language, specifically binary heaps and min-max heaps. They added new binary heap constructors, deprecated old ones, and added a new min-max heap implementation including source and test files. The user refactored code, updated tests, and added documentation, indicating a focus on maintaining and enhancing the data structures library.
data-structuresimplementation-of-data-structuresdatastructuresjulia
dillondaudert/prot2vec
Jan 2018 - Apr 2018
Contributions:188 commits in 2 months
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