Junior ML Engineer

Описание

Pavel Fedorov
� github.com/PFedorov7 � linkedin.com/in/PFedorov7 �+7(916) 6967737
� pfedorov7721@gmail.com �29 Jul 1997, Moscow, Russia
Machine Learning Engineer
Research interests. In the MSc. Thesis, I explore machine learning techniques for generating captions from medical images. This
work covers a range of issues : Computer Vision, Natural Language Processing, Medical Imaging, Transfer Learning, Multi-
task Learning. Currently, I am interested in varies approaches to deep learning (CNN, RNN, Attention mechanism, etc.) and their
applications to image captioning.
� Education
Sep 2019 – Master of Business Informatics ,Higher School of Economics University (HSE ), Moscow
Jun 2021 (expected) Big Data Systems Programme (In English)
GPA : 4.5/5.0
Sep 2015 –Jun 2019 Bachelor of Computer science ,Bauman Moscow State Technical University (BMSTU ), Moscow
Information Systems and Telecommunications Programme
GPA : 4.0/5.0
� Skills
Programming Skills : Python , R, SQL, Git, basics of C/C++ and Java.
Big Data Analytics : Hadoop, Apache Hive/Spark, Tableau, Qlik Sense
Machine Learning : familiar with ML libraries in Python : scikit-learn, torch, tensorflow
General understanding of Neural Networks and ML algorithms
Qualification Certificates : Coursera : Introduction to Machine Learning, deeplearning.ai, How to win DS competitions
Stepik : Hadoop, Intoduction to Linux
Technopark Mail.Ru : Programming in Python, Site Reliability Engineering Practical Quest
� Projects & Experiences
July 2020 Junior Machine learning Engineer, Alfa-bank, Python/SQL/ML
July 2021 ∠Development and support of data platform
∠Machine learning models deployment in Airflow and Mlflow
∠Optimizing data processes and queries on hadoop cluster Python SQL Hadoop Spark Hive Airflow Mlflow
October 2018 Junior Data Analyst, Mail.Ru Group, Python/SQL
July 2019 ∠Regular development of datasets in various subjects and expert evaluation of data
∠The preparation of the context dictionaries and validation
∠Synchronization of the directory of interests in different systems Python SQL Hadoop Spark Hive
� Languages
English : Reading ○ ○ ○ ○ ○
Listening ○ ○ ○ ○ ○
Speaking ○ ○ ○ ○ ○␣
� Honors & Awards
Spring 2019 Medalist of the Russian Olympiad ’Я - Профессионал’ on Big Data Systems.
� Interests
Sports : Gymnastics, Extreme sports, Football
Arts : Music, Movies, Photography
Misc : Traveling
(last updаtе: 30 August 2021)