О себе
Experienced in developing machine learning algorithms using TensorFlow, Keras, and Scikit-learn in Python, with strong skills in data visualization and statistical analysis using Pandas and Matplotlib. Proficient in computer vision with OpenCV, and well-versed in software testing, refactoring, and working with natural language processing (NLP) models, particularly transformers. Additionally, skilled in utilizing Anaconda and Jupyter Notebook for efficient data science workflows.
Опыт работы
Altyn belgi educational center
Math teacher
Delivered targeted lessons to high school students preparing for national exams, developed course materials, and provided tailored feedback.
- Awarded 'Best Teacher of the Month'
Freelance
Personal Tutor in C Programming and Mathematics
Provided personalized tutoring in C programming and mathematics over 18 months while studying. Designed tailored lessons and assessments to address individual learning gaps.
Проекты
Pneumonia Diagnosis with Deep Learning CT Images
Developed a CNN model using DenseNet and ResNet to classify CT images for pneumonia diagnosis at various stages. Implemented U-Net for precise disease spread segmentation.
Refactoring of the finished game project 'Project16x16' on Java
Refactored an existing Java game by identifying and resolving bugs, and enhancing the code with Structural and Behavioral Patterns to facilitate feature expansion.
Comprehensive Comparison of Pre-trained and Fine-tuned Models on Newspaper Summarization and Sentiment Analysis
Developed and fine-tuned a BERT-extractive model for news summarization and sentiment analysis. Performance was assessed using ROUGE and BERT scores.
Образование
University of Padua
2023Data Science
МагистрPusan National University
2018 — 2022Computer Science and Engineering
БакалаврНаграды
Special Scholarship for International Students (Gold)
During University
Scholarship for international students with honors
During University
Certificate for first place in C programming skills among students
During University
Participant of international and republican olympiads in mathematics
During High School