SEROV ALEKSANDR
Data scientist/ Machine learning engineer
I'm interested in creating machine learning based systems, corporate and client products development. I'm hard-working, detail-oriented with ability to find effective solutions for complex problems and open to new technologies and problems to solve.
CONTACT
LOCATION: St. Petersburg, Russia
E-MAIL: serov.aleksandr.98@gmail.com
PHONE: +7 911 779 49 72
VK: as_serov
KAGGLE: asserov
LANGUAGE
Russian: Native
English: Intermediate
EDUCATION
Peter the Great St. Petersburg Polytechnic University
Institute of Applied Mathematics and Mechanics
Mathematical Modeling and Applied Mechanics
EMPLOYMENT HISTORY
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Development of the glasses with bone conduction speakers (2018).
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Development of the insole equipped with a gait correction system by analyzing the distribution of the load on the foot (2018-present).
ACHIEVEMENTS:Victory in the All-Russian Accelerator Program "Preactum" (2018)
The best report at the breakout session of the "Science Week of SPBSTU" Conference (2018)
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Development of an active orthosis that is part of the exoskeleton (2019-present)
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Participation in Kaggle competitions (2018-present)
ACHIEVEMENTS:
top 20% in advanced regression techniques (2018) -
Participation in hackathons of data science (2019)
WORKING
STACK
MIDDLE-PYTHON DEVELOPER (2 years experience):
Frameworks for processing and visualization of data, scientific and statistical calculations and machine learning algorithms:
NumPy, Pandas, Scikit-Learn, Scikit-Image, OpenCV, TensorFlow, Keras, pyTorch, SciPy, SymPy, Requests, MatPlotLib, Seaborn, MySQL, PyAutoGUI, XGBoost, CatBoost, H2O, OpenAIOTHER:
GIT, JavaScript(+HTML, CSS), MATLAB, Wolfram Mathematica, C++To implement ideas into finished products required knowledge of 3D-modeling and optimization in:
Fusion360, Abaqus, ANSYS
as well as knowledge of the Arduino platform
OBJECTIVE
As a young but experienced and ambitious data scientist, I‘m looking for routes to develop my career in building machine learning based products being in the center of the process and participate in a product life by actually creating new interesting features as well as come up with ideas, making decisions and taking part in a team managment and architectual process.