Related experience
- Sept. 2021 - now
Huawei
senior researcher / engineerLeading a group of 5 researchers for Post Training Quantization (PTQ) of neural networks
- Sept. 2019 - now
Department of Informatics, MIPT
assistant lecturerFour times led one-year «Advanced Python object-oriented programming» course for third-year students, conducted refresher training and recorded online course on machine learning
- Sept. 2019 - Sept. 2021
ABBYY
software developer in the Deep Learning Group DepartmentDeveloped and introduced a country detector and a language detector into the product
- Sept. 2018 - Jan. 2023
CulturALL Reboot
course instructorTaught twice the "(Anti)soft skills (de)design office" course, and also developed and conducted six times my own course "Word improvisation"
- July 2018 - Sept. 2018
Sberbank
Intern data scientistDeveloped a methodology for assessing data quality and conducted IT-validation of ML models
- 2015-2016
ILab (Intel & MIPT)
Coded a compiler for my own programming language and optimized it to work on my processor
Conference speeches
Neuro-Set 2023
FounderFounder of the Neuro-Set conference about neural networks and AI https://neuro-set.ru
PyCon 2023
SpeakerData distillation for Zero-Shot Quantization https://clck.ru/39vQVh
Summer Merge 2023
SpeakerBuilding motivation and habits https://clck.ru/39vQGU
ODS DataFest 2023
SpeakerQuantization Aware Training https://clck.ru/39vQAN
DUMP 2023
SpeakerThe evolution of Large Language Models (LLMs) https://clck.ru/39vQ5F
DataStart 2022
SpeakerAn overview of the current Contrastive Learning methods: https://clck.ru/32pwoY
Summer Merge 2022
SpeakerHow Machine Learning Principles Shape Our Minds: https://clck.ru/33YmR7
SMILES 2020
research poster«Iterative methods for the topic balancing problem»: https://clck.ru/33YmSq
Feedback from managers
Konstantin Vorontsov
Professor of the Russian Academy of Sciences, Dr. Sc. (Phys.-Math.), Head of the Machine Intelligence Laboratory at MIPTDuring his studies, Pavel Plusnin proved to be a responsible, conscious and interested student. He is distinguished by his ability to work productively and independently.
Dmitriy Kropotov
Senior Researcher, FCS HSEDuring his studies Pavel has proved to be a capable, responsible and purposeful student, striving to constantly improve his level of knowledge. The most of the laboratory work on the course was done by him for a full score or even with an optional bonus part.
Alexander Berezinskiy
Sberbank Executive DirectorPavel worked under my supervision in the summer of 2018. I am fully satisfied with his work: all the tasks were performed with high quality and on time. We would be happy to continue working with Pavel after his internship.