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Quinten Roets
qdr2104@columbia.edu
in/quintenroets
quintenroets
quintenroets.com
Santa Monica, CA
Home
Experience
Education
Portfolio
Mission
Resume
Publications
Sequencing the Neurome: Towards Scalable Exact Parameter Reconstruction of Black-Box Neural Networks
Arxiv
, Sep 2024
Open-source Projects
In my free time, I work on projects that automate my day-to-day tasks and help other people. This practice keeps me up to date with the newest trends and best practices in software development.
Open-source Contributions
Pytorch Lightning
#18369
Fix inefficiency in RichProgressbar
Problem solved:
Inefficiency in high-frequency metric rendering function, inside Pytorch Lightning's
RichProgressBar
Replaced in-loop string concatenations with a generator expression,
improving runtime efficiency by 10%
benchmarked and visualized performance gains using
timeit
Honors & Awards
BAEF Graduate Study Fellowship
Mar 2022
issued by Belgian American Educational Foundation
BAEF provides financial support for studying at a top institution in the United States. The Fellows are selected competitively from a pool of brilliant applicants by a Fellowship Committee that interviews all candidates personally.