Collin Mcmillan
Associate Professor
Notre Dame, Indiana, United States
Summary
👤
Senior🎓
Top SchoolCollin Mcmillan is an Associate Professor at the University of Notre Dame specializing in Generative AI for Software Engineering, with a decade of experience bridging deep implementation work (TensorFlow, PyTorch) and applied systems research. He teaches Interactive Dialogue Systems, leads NSF-funded research including a CAREER Award, and directs projects spanning model development, experimental evaluation, and deployment. Trained with a PhD from William & Mary, Collin combines hands-on engineering with rigorous empirical methods to push generative models into practical software engineering workflows. His work is documented on Google Scholar and reflects continuous contributions from low-level model tuning to higher-level application design, often exploring the intersection of dialogue systems and developer tooling.
10 years of coding experience
11 years of employment as a software developer
Doctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at William & Mary
Github Skills (19)
mt5
nmt4
sequence-to-sequence4
deep-learning3
management3
file-management3
filesystem3
machine-translation3
translation3
neural-machine-translation3
wallet2
transformers2
lora2
tensorflow2
ethereum2
Programming languages (2)
Github contributions (5)
mcmillco/funcom
Mar 2019 - Feb 2021
Contributions:6 commits, 15 pushes, 3 branches in 2 years
apcl-research/jam
May 2023 - Jan 2024
Contributions:7 pushes in 8 months
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