Ilya Chesnokov-Posadsky

Educational Activities and Coordination:

Management of research projects (project management).

Conducting interviews, writing compact educational case studies and research.

Organizational support for consortium operations: coordinating meetings, preparing agendas, and facilitating communication between participants.

Data Collection and Structuring:

Design and implementation of data collection pipelines from web resources using Python and parsing libraries (Selenium, Requests, Scrapy, BeautifulSoup).

Processing of static and dynamic web pages, automation of interface interactions to bypass protection and download content.

Analytics and Visualization:

Transforming raw data arrays into clean structures and conducting in-depth analysis using Pandas.

Creation of informative dashboards and visualizations for presenting results based on Matplotlib, Seaborn, Plotly libraries, and Microsoft PowerBI.

Machine Learning:

Conducting quantitative text analysis and natural language processing.

Clustering and topic modeling of text arrays using BERTopic.

Development of text classification models based on Transformer architecture (Hugging Face library) and Scikit-learn, application of NLI models (Natural Language Inference) for deep understanding of text meaning.