Bachelor of Science - Computer Science and Information Technology
Technical University of Cluj-Napoca
Cluj-Napoca 2023 - Current
Sebastian Mot
Cluj-Napoca,Romania
Summary
Second-year Computer Science and Information Technology student with hands-on experience in machine learning and backend development. Built a customer churn prediction pipeline in Python and developed REST APIs using Spring Boot and relational databases. Participated in the PoliHack hackathon, contributing to backend and database implementation.
Education
Skills
- Programming languages: Python, Java, and SQL
- Data and Machine Learning: Exploratory Data Analysis (EDA), Data preprocessing (missing values, encoding, scaling), Supervised learning (classification), Model training and evaluation, Cross-validation, Feature engineering (basic), Model serialization (Joblib)
- Backend & Web Development: RESTful API design, Spring Boot backend development, Layered architecture (Controller / Service / Repository), Relational databases & ORM (Spring Data JPA), Basic input validation and exception handling
- Tools & Technologies: Pandas, NumPy, Scikit-learn, Matplotlib, Git (version control), Maven, Postman
Links
- GitHub: https://github.com/sebastianmot-ro
- LinkedIn: https://www.linkedin.com/in/sebastian-mot-232907355/
Timeline
Bachelor of Science - Computer Science and Information Technology
Technical University of Cluj-Napoca
2023 - Current