Position: Data Scientist
Category: Data Science
English level: upper
Years of experience: 3


Main projects:
1. Natural gas demand forecast for large manufacturing.
Full stack data science pipeline:
– setting up the project, identifying business objectives, getting familiar with manufacturing;
– performing data engineering, preparation and exploration, generating reports.Continuous communication with business and manufacturing staff on the client side;
– feature engineering, modeling, model interpretation and deployment.

2. Predictive maintenance project for manufacturing (vibration analysis):
– setting up objectives and project, getting started in the field of vibration diagnostics and signal processing;
– exploration (visualization) of spectra, data quality assessment;
– performing unsupervised anomaly detection task on the spectra of vibration

Projects with minor involvement:
– churn prediction (data exploration, feature engineering and modeling);
– demand forecast in retail (modeling, research);
– air quality prediction (data preparation and cleaning).
I see myself in projects related to engineering or medicine, but I am open to any field if the tasks are interesting enough.