Giulia Ecaterina Stan
1st Year MSc Student In Biostatistics And Bioinformatics At UMF Cluj-Napoca With A Strong Affinity For Data Science
Cluj-Napoca
Summary
Detail oriented Master's student in Biostatistics, passionate about Data science, motivated to transform complex datasets into actionable insights. Eager to support the company’s mission of helping people visualize data by developing user-friendly data analysis tools that empower small businesses to make data-driven decisions.
Overview
5
5
Certifications
Work History
Software Engineering Intern
3pillar Global
07.2022 - 09.2022
I worked as a software developer using Java and Spring Framework, focusing on backend development for the project named Metabase for partner company LexisNexis.
I contributed to the integration of backend components into the system architecture, ensuring robust and effective data processing.
- used Spring for building microservices, Hibernate for ORM and SQL for database management.
- implemented RESTful APIs and worked on optimizing database queries to improve performance. partner company
- operated closely with the engineering and business team using Agile methodology
Education
Master of Science - Bioinformatics
UMF "Iuliu Hațieganu"
Cluj-Napoca, Romania 04.2001 -
Bachelor of Science - Mathematics And Computer Science
Universitatea Babes-Bolyai
Cluj-Napoca 04.2001 -
Skills
Advanced Excel
R
Python: scikit-learn, matplotlib, pandas, numpy
Java, C
SQL
Power BI
Tableau
Certification
Data Science Fundamentals - Linkedin Learning tool
Projects
Statistical Analysis of Prosthesis Elasticity and Smoking Effects (2024)
- For 4 different materials it was intended to compare the elasticity of the joint. Prostheses were made of two sizes. Samples were made over time: one sample per year. Objective 2: Does smoking have an effect on elasticity?
- Tools: Excel
Heart Disease Prediction Using Logistic Regression (2023)
- This project uses a Kaggle dataset to train a logistic model that can make predictions about whether a person is sick of heart disease or not, based on medical characteristics provided as input data.
- Tools: python - scikit-learn, numpy, pandas
Nursing home web application (2023)
- The web application I created uses HTML, CSS, JavaScript, jQuery, PHP and MySQL databases to create a powerful and user-friendly system for managing a nursing home.
Volunteering and other professional activities
Volunteer at Ghibstock festival (2019)
- coordinated students in various outdoor activities during the festival
- promoted new menu items with upselling techniques, resulting in a significant increase in daily sales.
Timeline
Data Science Fundamentals - Linkedin Learning tool
06-2024
Getting started with Power BI - Linkedin Learning Tool
06-2024
Software Engineering Intern
3pillar Global
07.2022 - 09.2022
Java Spring Framework Training - Fii Practic Project, ASII
04-2022
SQL Essential Training - Linkedin Learning Tool
03-2022
Java: Data Structures - Linkedin Learning Tool
03-2022
Master of Science - Bioinformatics
UMF "Iuliu Hațieganu"
04.2001 -
Bachelor of Science - Mathematics And Computer Science
Universitatea Babes-Bolyai
04.2001 -
Similar Profiles
SK SADIP RAHMANSK SADIP RAHMAN
Sr Business Development Representative - Global Accounts at 3Pillar GlobalSr Business Development Representative - Global Accounts at 3Pillar Global
Sidhant SatpathySidhant Satpathy
QA Team Lead at 3pillar GlobalQA Team Lead at 3pillar Global
ANA CAROLINA ELIZONDO FIGUEROAANA CAROLINA ELIZONDO FIGUEROA
Sales Operations Lead at 3Pillar GlobalSales Operations Lead at 3Pillar Global