Ірина

IRYNA KOSENKO
CONTACTS
DATA SCIENTIST

[открыть контакты](см. выше в блоке «контактная информация»)
SUMMARY
Career-changer from public finance with a strong analytical background and
[открыть контакты](см. выше в блоке «контактная информация»)
completed training in Data Science, including data analysis, visualization, Python
libraries, and core machine learning concepts. Currently working as an IT instructor
LinkedIn
teaching Python, HTML/CSS, and Roblox to children, which keeps my fundamentals
sharp and helps me explain complex concepts clearly to learners with different starting
GitHub levels. Building hands-on experience through pet projects in data analysis, NLP, and
backend development, with a particular interest in practical AI/ML applications to real-
world problems. Actively looking for a part-time or full-time Data Science / Data Analyst
Kaggle
role where I can combine analytical thinking, technical skills, and clear communication
of results.
Telegram
PROJECT
Kropyvnytskyi, Ukraine Fashion product review
NLP classification of fashion product reviews: predicting rating (1–
5) and product recommendation (binary).
EDUCATION What was done: classical NLP pipeline, Bag-of-Words baseline,
followed by a BiLSTM model with two inputs.
DAN.IT | 2025 - 2026 Technologies: Python, spaCy, scikit-learn, TensorFlow/Keras, SciPy,
Data Science pandas, NumPy.
Metrics: F1-score, classification report.
SCHOOL++ | 2022 - 2024 EXPERIENCE
Computer Science
Logika IT school 2024 - PRESENT
Stanford CSA106 + CSB106
Python/HTML/CSS teacher for children
Backend (Node.js)
Teach classes in Python, HTML/CSS, and Roblox Studio
Conduct both individual and group classes
CENTRAL UKRAINIAN Explain complex concepts in a simple, child-friendly way
NATIONAL TECHNICAL Provide regular feedback to parents
Help students build projects
UNIVERSITY | 1996 - 2001
School++ 2023 - 2024
Accounting and Audit
Peer Code Reviewer (Volunteer)
Reviewed fellow students' code during the Backend course, providing
feedback on readability, structure, and clean code practices
CERTIFICATIONS
SKILLS
Google IT Support Python for Analytics & Automation
Professional Certificate 2024 Data processing using Pandas and NumPy
Google Cybersecurity Working with dates and time zones
Automating data collection and updates
Professional Certificate 2024
Data Analysis & Visualization
Exploratory data analysis (EDA) with Pandas and Matplotlib
Cleaning and transforming raw datasets
LANGUAGES Training and evaluating classification and regression models (Scikit-learn)
Feature engineering and cross-validation
Basic neural networks with TensorFlow
УКРАЇНСЬКА - NATIVE
Developed backend REST APIs
ENGLISH - A2 Express.js/Nest.js/Flask in educational pet projects
Designed and implemented backend routes methods
Worked with relational databases (SQLite)
Tools & Environment
Version control with Git, GitHub, GitHub Actions
Gained hands-on AWS experience through pet projects
Docker basics