Anastasiia

ANASTASIIA
ZABOLOTNA
Data scientist

PERSONAL STATEMENTS
I am a responsible, self-motivated Computer Science student at Lviv
CONTACT
Polytechnic National University. My field is computational intelligence
and smart systems. I am really interested in modern spheres like AI/ML
anastasiia.zabolotna.oi.2024@
lpnu.ua

HARD SKILLS SOFT SKILLS
[open contact info](look above in the "contact info" section)
C/C++ A team player
t.me\\MsLizard Python Adaptive
Libraries: NumPy, Pandas, Stress-resistant
[open contact info](look above in the "contact info" section) Matplotlib, TensorFlow
ia-zabоlоtna-52192131b Windows, Linux, MacOS
operating systems.
MS SQL; My SQL

EDUCATION EXPERIENCE
DIPLOMA WITH HONOR, HERMIONA Scientific work (Sep. 2024 - now) at LPNU (IKNI)
EDUCATION'S PHYSICS COURSE FOR Data from the smart-watch’s sensors generation and collection
GIFTED STUDENTS Collected data retrieval from the cloud database (Azure)
2022 Statistical data preprocessing (smoothing, noise elimination, and lost data
LVIV PHYSICS AND MATHEMATICS recovering)
LYCEUM Building object trajectory in the environment based on IMU data, using the
2020 - 2024 ZUPT algorithm
Object coordinates forecast, using a neural network with LSTM layers. The
STUDENT (BACHELOR, 2ND YEAR
BatchNormalization, Dropout, and L2-regularization were used to stabilize
STUDENT),
learning and combat overtraining of the model
2024 - till now
Institute of Computer Sciences and
ACHIEVEMENTS
Information Technologies,
Lviv Polytechnic National University V International Scientific and Practical Conference "Information Security and
Information Technologies" IBIT 2024
"Basics of artificial intelligence" from beginner to expert
“IT product from scratch”

LANGUAGES “Python: data structures”
the final round of the Internet Physics Olympiad
Ukrainian (native) diploma of the III degree of the Internet Olympiad in physics
English diploma of the I degree of the 3rd stage of the All-Ukrainian Physics Olympiad
diploma of the III degree of the Internet Olympiad in physics
diploma of the III degree of the Internet Olympiad in physics
Certificate: “Roborays”(18.01.2025)
Certificate: “Robofootball”(25.04.2025)
Data Science School 2025
PUBLICATIONS AND CONFERENCES
Conference presentations
• 83rd Students' Scientific and Technical ConferenceLviv Polytechnic National University (LPNU).
• XXIII International Scientific Conference Neural Network Technologies and Their Applications [NMTZ-2024)
Kramatorsk-Vinnytsia-Ternopil.
• V All-Ukrainian Scientific and Practical Conference of Young Scientists, Students and Cadets, Lviv.
November 26, 2024.
Abstracts of conference presentations
• Pavliuk, O.M., Medykovskyy, M.O. Mishchuk, M.V. Zabolotna, A.O. A system for collecting and
preprocessing data from a three-axis accelerometer and gyroscope. A neural network technology for
recognizing complex activities of industrial personnel based on smart watch data has been obtained. //
Information security and information technologies: collection of abstracts of the V All-Ukrainian scientific and
practical conference of young scientists, students and cadets (Lviv, November 26, 2024). - 2024. - P. 373-
378.
• Pavliuk, O.M., Medykovskyy, M.O., Mishchuk, M.V., Zabolotna, A.O.,Litovska O.V., Kostinsky D.O. Neural
network technology for recognizing complex activities of industrial personnel based on smart watch data //
XXIII International Scientific Conference "Neural Network Technologies and Their Applications' (NMTZ-2024)
mm. Kramatorsk-Vinnytsia-Ternopil. - 2024. - P. 107-112.
Articles included in scientific professional publications of Ukraine
• Pavliuk, O.M., Medykovskyy, M.O., Mishchuk, M.V. Litovska O.V., Kostinsky D.O., Zabolotna, A.O. Aspects
of development of federated learning systems in a human-oriented industrial enterprise // Measuring and
computing technology in technological processes. - 2024. - No. 4. - P. B4-96.
• Pavliuk, O.M., Medykovskyy, M.O., Mishchuk, M.V.Litovska O.V.. Zabolatna, A.O. FINDING THE SHORTEST
PATH OF AUTOMATED GUIDED VEHICLE IN CONDITIONS OF LIMITED RESOURCES // Bulletin of Vinnytsia
Polytechnic Institute. - 2025. - Vol. 178, no. 1. - P. 7-17
• Pavliuk, O.M., Medykovskyy, M.O. Mishchuk, M.V. Litovska O.V., Zabolatna, ALO. 'ASSESSMENT OF THE
RELIABILITY OF AUTOMATED GUIDED VEHICLE OF AN INDUSTRIAL ENTERPRISE Bulletin of Kherson
National Technical University, 2025. TZ, No. 2(93)
https://journals.kntu.kherson.ua/index.php/visnyk_kntu/issue/archive
Articles indexed in scientometric databases Scopus, WoS
• Pavliuk, O.M., Medykovskyy, M.O., Mishchuk, M.V. Zabolotna, A.O. Litovska O.V. HYBRID MACHINE
LEARNING TECHNOLOGIES FOR PREDICTING COMPREHENSIVE ACTIVITIES OF INDUSTRIAL PERSONNEL
USING SMARTWATCH DATA. Radio Electronics, Computer Science, Control. 2025. No 3 (e-ISSN 2313-68BX)