Position: Product manager
Category: Product Manager
English level: upper
Years of experience: 1

• NLP for Healthcare(Internship, 3 months) – Web application for automating the work of medical staff, structuring data, and speeding up information processing. Technologies – Python, Dash(Flash), Spacy, GCP, Docker

• Dota2 match prediction(freelance project, 3 months) - Match predictions web application based on heroes selection. In this project, I was engaged in the processing and transformation of data, the construction and validation of machine learning models. Technologies – Python, Sklearn, Pandas, XGBoost

• Application for automation of meter readings(freelance project, 6 months) - I participated in the development of an application for android. My part was training the neural network to object detection, data processing. Technologies – TF object detection API, PIL

    • Time Series Analysis(work in a company, 2 months) - In this project, I was engaged in the analysis of time series for predictions of purchases in stores. Technologies – Python statsmodels, Sklearn, pandas
I have 1.5+ years of experience in programming and data science. During this time, I managed to participate in various projects, ranging from time series to computer vision and NLP. I communicated a lot with different teams and people, solved problems, and took responsibility for my work. 3-month experience on a real Machine Learning project and 6-month freelance projects.

I was mainly engaged in data analysis, processing, and building models, but also wrote a lot of Python code. I also have good theoretical knowledge of machine learning and deep learning. Familiar and practiced flexible software development methodologies.

In my free time, I study on various topics, participate in programming competitions, and help in social projects. My main goal for the next few years is to develop in data science and also to work in various projects and gain experience.

- good theoretical knowledge in the field of ML and DL
- strong Python knowledge
- AI frameworks such as Pandas, Sklearn, PyTorch, Keras
- more than a year of experience in freelance projects (neural networks, tabular data, time series)
- experience with Dash(Flask)
- Docker
- experience with GCP and AWS
- Linux
- developing in the field of product management
I want a place where it will be possible to develop in the AI sphere and comfortably communicate with people. Preferred areas are CV and NLP.