Uliana E.

Data Analyst/Python Developer with a strong interest in bioinformatics and computational neuroscience

I have a strong need to apply my programming and mathematics skills to life science fields. Ideally, something at the intersection of bioinformatics and brain research

Последнее обновление резюме 25.04.2024
Адрес Novi Sad, Serbia
Электронная почта Заблокировано
Телефон Заблокировано
Соцсеть или сайт Заблокировано

Опыт

Emerging Travel Group
Data Quality Engineer
Фев 2024 - Апр 2024
1. Create checks to ensure company data quality
2. Research of large volumes of data from different sources (databases, logs, excels) in order to assess their quality and find potential problems using Python and SQL
3. Creating dashboards in Tableau and Grafana to visualize information
4. Implementation of the application with ChatGPT to automate simple questions (prompt engineering + API)
5. Setting up data quality check pipelines based on Great Expectations
6. Assisting in improving processes within the data governance department
20.35 University
Assistant in Data Engineering course
Окт 2022 - Фев 2023
1. Checking students' homework (SQL and Python)
2. Reviewing individual projects (developing ETL processes)
3. Writing Python textual tutorials
GPM Data
Data Engineer
Дек 2021 - Окт 2022
1. Setting up ETL processes for live aggregation of raw data in the analytics ClickHouse data lake
2. Creating analytics reports using Redash 3. Supporting and developing a Django
application for media data, including
working with Celery
4. Creating an API with Django Rest
Framework (DRF) for importing and exporting Django model configurations
Exante
Database support engineer
Май 2021 - Дек 2021
1. Development of Python scripts to automate internal processes
2. Support and filling the internal database
3.Analysis of logs and financial instruments
4.Work with remote Linux servers

Образование

Neuromatch academy
Computational Neuroscience
Янв 2024 - Фев 2024
1. Project to analyze mouse neural activity data (using Python and Pytorch)
2. Classes in computational neuroscience to improve my theoretical framework
Saint Petersburg State University
Applied Mathematics, Fundamental Informatics and Programming
Сен 2017 - Июн 2021

В чем вы сильны?

  1. 4 years of real experience with Python as a primary programming language: Numpy, Pandas, Sklearn, PyTorch, matplotlib, NLTK, Django
  2. SQL and Databases: Vertica, PostgreSQL, ClickHouse
  3. Data Analysis and Visualization: MetaBase, Redash, Tableau,  Math statistics
  4. ChatGPT API, prompt engineering
  5. Git (Gitlab, Github)
  6. Docker
  7. Bash

Расскажите о себе что-нибудь еще: публикации, конференции, хобби

  1. I am interested in bioinformatics and computational neuroscience. In particular, I am interested in the influence of genetics on neurodegenerative diseases
  2. I participated in a three-week course from Neuromatch Academy, which resulted in a project to find the relationship between the direction of a visual stimulus and the brain activity of a mouse (based on the Stringer dataset)
  3. I participated in a project to create a Django application for the intensive care unit of a hospital
  4. I was a volunteer of the Green Adriatic in Montenegro (recycling project). And generally I interested in environmental issues and alternative energy