Dmytro

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DMYTRO DUDYK dmytro-dudyk

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Data Scientist dmytdud

Lviv, Ukraine

SUMMARY
Dynamic and quick learner with over 3 years of Python programming experience and over a year in commercial
data science. Since 2021, I have been working on different small commercial projects. Authored two research
articles on improving clustering methods, published in the Scopus database. Passionate about continuous
learning and professional growth, I regularly attend Data Science courses and have won hackathons,
subsequently implementing projects under the guidance of renowned IT companies. Proficient in developing
machine learning algorithms, data visualization, and utilizing Python to derive actionable insights. Committed
to delivering high-quality results and contributing to a company that values excellence and performance.

SKILLS EXPERIENCE

Python, R, SQL Nov 2020 – Nov 2021

Data Scientist / Python developer
NumPy, Pandas, SciPy, SymPy, IXIoo (AI startup) | Lviv, Ukraine
Scikit-learn, TensorFlow, Keras, Developed and implemented an automated system for
Django, FastAPI selecting neural network parameters.
Created data visualization tools using Django to
MySQL, PostgreSQL, SQLite, facilitate system and user data analysis.
MongoDB, Apache Cassandra Fine-tuned user neural networks' creation and
configuration processes.
Matplotlib, Seaborn, Plotly, Python, NumPy, Pandas, Scikit-learn, TensorFlow, Keras,
ggplot2, Looker, Tableau, Matplotlib, Plotly, MySQL, Django
PowerBI

Linear Algebra, Optimisation, EDUCATION
Discrete Math, Statistics &
Oct 2022 – Present
Probability, Calculus, ML, DL,
Master’s degree in IT (System Analysis)
NLP
Lviv Polytechnic National University
GCP, Docker, Git (GitHub,
GitLab), Jupyter Notebook, UML,
Bash
PROJECTS

Movie Database Analysis | Analyzed the MovieLens dataset
for insights into user ratings, tags, and movie preferences.
LANGUAGES
NER-UA | Recognition of Ukrainian-language named entities
Text preprocessing + TF-IDF, RNN (LSTM + Attention, Classifier)
English Upper-Intermediate (B2)
FinAPI | API for personal finance managing
Ukrainian Native (C2)
Python (FastAPI, SQLAlchemy, Alembic) + PostgreSQL + Docker