Data Scientist

MAXIM POLOGOV

Fully Work Authorized. No Visa Sponsorship Required. Open to Relocation

Chicago, IL, 60613

312-***-**** adiklu@r.postjobfree.com https://github.com/camus13 EDUCATION

Peoples Friendship University of Russia, Moscow July 2015 - July 2019 Bachelor of Science in Applied Mathematics and Computer Science GPA: 4.8/5.0 THEORETICAL BASIS

Linear Algebra, Mathematical Analysis

Probability Theory and Statistics, Basics of Machine Learning (Linear Regression, Logistic Regression, Decision Trees, Random Forest, Gradient Boosting, KNN, SVM) Architectures of Neural Networks (MLP, CNN, RNN, ResNet, U-Net, YOLO, LSTM) PROJECTS

Recommender Systems

The project aim was researching methods of Recommender Systems(Content-based, SVD, SVD++, timeSVD++) and their implementation in Python. As a result, it was possible to obtain a performance metric RMSE = 0.80526 on the MovieLens 20M database consisting of user ratings for movies from 1 to 5 and comparative analysis of the methods listed above and their optimization carried out. Prediction Results of Sport Games

In this project the main goal was to nd methods for predicting the results of sport matches. Used both the collaborative ltering and machine learning methods. The result was the accuracy of 0.66 for the English Premier League 18/19 match database. Also tested various methods of forecasting based on bookmakers odds.

KEY SKILLS

Programming Python, SQL, C++, SAS

ML Libraries numpy, pandas, sklearn, matplotlib, seaborn, xgboost, surprise, libfm DL Libraries pytorch, keras

Other Data Preparation, Machine Learning, Computer Vision, selenium, Git, Linux WORK EXPERIENCE

Private Math Tutor, Chicago July 2020 - September 2020 Prepared a student for passing ALEKS test by mathematics. SAS Institute, Moscow August 2019 - October 2019

Intern Data Scientist

Learned SAS Enterprise Guide, SAS Enterprise Miner SAS programming language and used them for machine learning tasks.

CERTIFICATES, AWARDS

Course of "Training from labaled data", MIPT Yandex Course of "Neural Network and Computer Vision", Samsung Russia Research Participation and passing to the second round of student Russian mathematical olympiad

Contact this candidate