Scholar
Andrei Paleyes
Google Scholar ID: kHd55IQAAAAJ
PhD Candidate, University of Cambridge
Citations & Impact
Citations
1,292
H-index
11
i10-index
13
Publications
20
Co-authors
15
list available
Contact
Publications
Resume (English only)
Academic Achievements
- - Published multiple papers including 'Causal fault localisation in dataflow systems' and 'Dataflow graphs as complete causal graphs'
- - Received Andreas Pfitzmann Best Student Paper Award
- - Developed several open-source software packages such as Emukit, TTI Explorer, GPyOpt, Trieste, Seldon Core, and Tesseract Core
Research Experience
- - Chief Engineer at Pasteur Labs
- - Visiting Researcher in the ML@CL group at the University of Cambridge
- - Worked with Secondmind, Seldon, and DELVE during his thesis
- - Over a decade of experience as a software engineer, developing everything from small webapps to data center network software
Education
- Received a PhD in 2024, supervised by Neil Lawrence.
Background
- Interests lie between machine learning and software systems, leaning towards the latter. Currently a chief engineer at Pasteur Labs, applying ML to engineering design and simulations, and a visiting researcher in the ML@CL group at the University of Cambridge.
Miscellany
- Support Ukraine 🇺🇦
