This a personal web page/blog of Leonid Boytsov. He is currently a research engineer at the Bosch Center for Artificial Intelligence (BCAI). Before joining BCAI he was working on speech recognition for the medical domain (at M*Modal/3M)
Leonid was a graduate research assistant (aka PhD student) at the Language Technologies Institute at Carnegie Mellon University (under the supervision of Professor Eric Nyberg). In his thesis "Efficient and Accurate Non-Metric k-NN Search with Applications to Text Matching" he explored how various linguistic, neural, and lexical features can be incorporated directly into a candidate generation component (via k-NN search). He was assisting in teaching the following courses & seminars: Algorithms for NLP (11-711) in 2013, Software Engineering I (11-791) and Data Science Seminar (11-631) in 2014.
Leonid also co-authored an extremely efficient algorithm for light-weight compression of sorted integer numbers. We show that this algorithm can decompress at the speed of reading from memory. You can find software on GitHub. This software grew out of a now-popular library FastPFor. FastPFor has Python bindings.