README.md

Hello, world.

/* researcher · developer · guitarist */

open to collaboration

I build things, write papers, and occasionally play guitar badly. Currently doing cool research at Some University, working on machine learning systems under Prof. Someone.

Based in City, Country. I care about making research reproducible, code readable, and solos actually in tune.

research_interests

machine-learning systems distributed nlp open-source efficiency

recent_news

  • New · Paper accepted at NeurIPS 2024 Oct 2024
  • Presented at ICML 2024 in Vienna Jul 2024
  • Released awesome-repo — 500+ ⭐ on GitHub Nov 2023

elsewhere

When not at a keyboard I'm usually at a fretboard. Fingerstyle and vintage blues mostly — DADGAD and Open G are my favourite alternate tunings. Music keeps the brain from turning entirely into a CSV file.

Your Name · researcher & developer built with jekyll & coffee
experience.json

Work & Education

// a brief commit history

positions

2022 –
present
PhD Candidate
Some University · Dept. of Computer Science
Working on machine learning systems under Prof. Someone. Funded by Fellowship Name.
2021
summer
Research Intern
Big Tech Lab · Research Division
Built things, shipped things, pair-programmed with very smart people.
2020 –
2022
MSc Computer Science
Another University
Thesis: "A Very Long Title That Describes Something Clever." GPA: 3.9/4.0.
2016 –
2020
BSc Computer Science & Mathematics
Home University
Honours thesis on [topic]. Minor in music, because obviously.

skills

python pytorch jax rust linux docker latex vim

also_fluent_in

fingerpicking blues-scales open-tunings capo-abuse
Your Name · researcher & developer built with jekyll & coffee
publications.bib

Publications

// * = equal contribution · name = me

2024

NeurIPS 2024 2024
A Surprisingly Good Method for Doing the Thing Everyone Wants Done
Your Name, Collaborator One, Senior Author
[paper] [code] [slides] [poster]
ICML 2024 2024
Towards Better Understanding of Interesting Phenomenon in Neural Networks
Collaborator One*, Your Name*, Another Collaborator, Senior Author
[paper] [code] [talk]

2023

EMNLP 2023 2023
Fine-Tuning Language Models on a Shoestring Budget
Your Name, Collaborator Two, Senior Author
[paper] [code] [demo]

preprints

arXiv 2024
Work in Progress: Something We're Not Quite Ready to Submit Yet
Your Name, Many Collaborators
[arxiv] [code]
Your Name · researcher & developer built with jekyll & coffee
service.md

Academic Service

// giving back to the community, one review at a time

reviewing
  • Program Committee · Reviewer NeurIPS 2024, ICML 2024, ICLR 2024
  • Reviewer EMNLP 2023, ACL 2023
  • Emergency Reviewer CVPR 2023
organizing
  • Workshop Organizer · COOL Workshop @ NeurIPS 2024
  • PhD Symposium Co-Chair Some Conference 2023
mentoring & teaching
  • Research Mentor · ML Summer School 2022, 2023
  • Teaching Assistant · CS 481: Machine Learning Spring 2023
  • Guest Lecturer · Advanced Topics in DL Spring 2024

yes I also tune guitars for friends, but I don't count that as academic service