Adriaan Schakel

Adriaan Schakel

Computational Physicist turned Machine Learning Expert with emphasis on Natural Language Processing
Back End Dev • General Engineer
Berlin, Germany
Skills
  • C
  • Machine Learning
  • Mathematics
  • Natural Language Processing
  • Python
  • Unix
Experience
rfrnz

Chief Scientist @rfrnz • Co-Founder

Automated contract analysis based on Artificial Intelligence

Amazing things Adriaan's made
1) Contract analysis prototype using state-of-the-art machine learning and natural language processing
2) Tool to automatically detect the nature of a document (scientific paper, technical note, invoice, advertisement, etc.) using a deep convolutional neural network.
3) Classification application to automatically sort documents into a large number of pre-defined classes using supervised learning.
4) Clustering application to autonomously detect the underlying topics in a large corpus of unstructured text (newspaper articles, Supreme Court decisions) using word embeddings and a highly scalable community detection algorithm.