Position: Middle Python Developer, Data Scientist
Category: Python
English level: pre
Years of experience: 3


- Several projects for the extraction, processing and storage of data from sensors
- Project to confirm the data provided by the user on the international banking system
- Project for registration and verification of users on the service
- Project for initialization, configuration and registration of sensors in the service
- A project on the distribution of food resources in the world, related to the analysis and prediction of the
range of food consumption
- Fully automated cryptocurrency trading system on the exchange according to the specified strategies
- Automated trading system with hedging insurance
- Personal online store
- Several classic machine learning projects including linear regression, logistic regression, multiclass
classification, etc.
- A project related to the detection of faces and people with a two-stage detector
- CNN-based Handwritten Roman Numeral Recognition Project
- Development of recognition of illegal deforestation from space images using computer vision for the NASA
project at NASA Hackathon 2018.
- A project related to forecasting the congestion of different parts of the city for taxis at the INT20H
hackathon


Job-related skills
- Python: NumPy, Matplotlib, SciPy, Pandas, Scikit-learn, Jupyter, OpenCV, Subprocess, Flask, Keras,
TensorFlow, PyTorch, websockets, aiohttp, asyncio etc
- R: RStudio, Shiny, dplyr, httr, RCurl, DT, cronR, Sockets, leaflet etc
- C++: basic level
- Bash: basic scripts
- Operating systems: Linux(Ubuntu), Windows
- DBMS: SQL, MySQL, PostgreSQL, MongoDB, Redis
- REST API, SOAP
- RabbitMQ, Kafka
- HTML, CSS, JS
- Flask, Django
- Git and Docker knowledge
- Math, Statistics, Probability theory, Decision Theory
- Understanding main ML algorithms