Beata Roberta Kantor
Student
Cluj-Napoca,CJ
Summary
Computer Science and Economics student specializing in data science and machine learning. Skilled in Python and SQL with experience in data analysis, predictive modeling, and visualization. Passionate about using data and AI to generate actionable insights and support business decision-making.
Overview
3
3
Languages
Work History
Machine Learning Course
Skillab
10.2025 - 12.2025
Machine Learning Course – Skillab
- Applied machine learning techniques including data cleaning, EDA, and model evaluation using Python.
- Implemented models such as Random Forest, SVM, Linear and Logistic Regression, and explored NLP, clustering, and introductory deep learning.
- Developed a project comparing traditional ML models with CNNs and transfer learning (MobileNetV2).
Education
Bachelor’s - Economics and Computer Science
FSEGA – Babeș-Bolyai University
Cluj-Napoca07-2026
Skills
Programming languages: Python, SQL, C/C, Java
Experience with relational and NoSQL databases
Machine Learning, Data Analysis, Statistical Modeling, Data Visualization, Power BI
Soft Skills: Analytical thinking, communication, teamwork, adaptability, and problem-solving
Projects
Pokémon Image Classification | Python, TensorFlow, Scikit-learn
- Built an image classification pipeline on a Kaggle dataset with 150 Pokémon classes.
- Compared Random Forest and SVM with a CNN from scratch and transfer learning using MobileNetV2.
- Performed data preprocessing, training, and evaluation, analyzing predictions with a confusion matrix to highlight multi-class limitations
Timeline
Machine Learning Course
Skillab
10.2025 - 12.2025
Bachelor’s - Economics and Computer Science
FSEGA – Babeș-Bolyai University