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


Data Scientist
MyCredit | Full-time | Jul 2020 - Jan 2022

Decision-making concerning the credit disbursement.
- Developed an end-to-end machine learning pipeline for Probability of Loan Default Prediction.
- Sample collection, experiments with the target, data mining, and production testing.
- Deploy and support flask application for the decision system.
- Creation and continuous improvement of Anti-fraud and verification rules.

Reports
- Communication with different teams and requirements creating.
- Writing and optimizing SQL queries.
- Creation of infrastructure for reports in Python.
- Visualization in the Google Data Studio


Data Analyst
Maxgrain International Ltd. | Full-time | Jul 2019 - Jul 2021

Project #1. Monitoring agriculture commodities prices in Ukraine
Was done: System that collects, cleans, and pushes data to Database and then makes automatic reports by it. In the process, a database for these needs was created.
Was used: Scrapy, PostgreSQL (psycopg2), Pandas, NumPy, pytesseract, OpenCV, regex, git.

  2. Project #2. Corn market analysis
Was done: Reports and charts that could help the trader make a choice.
Was used: PostgreSQL, Pandas, Plotly, seaborn, Prophet, statsmodels (ARIMA and other tools for Time series analysis).

  3. Project #3. Automation of various company reports
Was done: Automated Cash Flow, P&L, different Risk Reports, etc...
Was used: Pandas, different API's, AWS, Django + HTML/CSS, Jira.