Scholar
Gerrit J.J. van den Burg
Google Scholar ID: KV9U5fkAAAAJ
Applied Scientist, Amazon AGI
Citations & Impact
Citations
546
H-index
6
i10-index
5
Publications
13
Co-authors
16
list available
Contact
Publications
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Published papers on 'AI Assistants: A Framework for Semi-Automated Data Wrangling' in IEEE Transactions on Knowledge and Data Engineering, and 'Wrangling Messy CSV Files by Detecting Row and Type Patterns' in Data Mining and Knowledge Discovery.
Research Experience
- Served as a postdoctoral researcher at the Alan Turing Institute, focusing on developing real-world applicable machine learning methods and creating user-friendly software packages for research projects.
Background
- Broadly interested in the development and application of machine learning methods. As a postdoctoral researcher at the Alan Turing Institute, focused on developing AI-based tools for data wrangling to automate tedious manual tasks like data preparation and cleaning. Worked on deep generative models, change point detection, data parsing, matrix factorization, multiclass SVMs, and sparse regression.
Miscellany
- Website also includes sections on blog and personal photography.
