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IREM OZSEKER
Data Scientist In Credit Risk Modelling
Berlin
Summary
A motivated and hard-working student, interested in machine learning and data science with strong analytical and problem-solving abilities. Excited to contribute developing cutting-edge technologies in machine learning and data science that not only push the boundaries of innovation but also make a positive impact on society. Passionate about women empowerment & diversity and inclusion in the tech industry.
Overview
5
5
years of professional experience
12
12
years of post-secondary education
5
5
Certifications
3
3
Languages
Work History
Data Scientist in Credit Risk Modelling
S-Kreditpartner
10.2023 - Current
- Focusing on risk model validation and review of estimates by implementing Python functions for the dimensions of stability, calibration and discriminatory power using statistical tests and metrics
- Skills: Python, SQL, Pandas, Statistical Data Analysis,
Student Research Assistant | Software Developer
DAI Labor TU Berlin
10.2021 - 09.2023
- Member of Team Artificial Intelligence and Machine Learning
- Worked on further development of Chatbot Bobbi, virtual service assistant for Berlin administration, using Java & Python
- Implemented mapping system, using semantic search with SBERT and Flask-RESTX
- Skills: Java, Python, NLP, Flask, SBERT,
Engineering Intern
VERVO Advanced Packaging Technologies
03.2021 - 05.2021
- Contributed to manufacturing process of automated case packing machine
- Used ST for programmable logic controllers to set up the communication of machine automation system
Software Developer Working Student
Elena International
10.2020 - 03.2021
- Automated the calculation of the energy-producing capacities of photovoltaic systems.
- Created energy usage charts for visualization
- Implemented Frontend of ZEV-Planning WebTool
- Skills: Python, Numpy, Pandas, GeoPandas, Javascript, Vue.js
Product Intern
Reengen (by Faradai)
09.2019 - 09.2019
- Analyzed data on energy consumption of buildings using clustering methods
- Visualization of factors affecting energy consumption using regression
- Skills: Python, Scikit-Learn, Pandas, Numpy
Education
Master of Science - Computer Science
Technical University of Berlin
Germany 04.2022 - Current
Bachelor of Science - Industrial Engineering & Management with Computer Science Focus
Technical University of Berlin
Germany 09.2017 - 08.2022
High School Diploma -
Istanbul High School
Turkiye 09.2012 - 06.2017
Skills
- Python incl Numpy, Pandas, Scikit-Learn, Tensorflow, PyTorch
Java incl JUnit, Maven
SQL
Git
Problem Solving
Analytical Thinking
Statistical Analysis
Certification
Advanced Data Analytics, GOOGLE
Interests
Timeline
Data Scientist in Credit Risk Modelling
S-Kreditpartner
10.2023 - Current
Advanced Data Analytics, GOOGLE
06-2023
Mathematics for Machine Learning Specialization, IMPERIAL COLLEGE LONDON
04-2023
Deep Learning with PyTorch : Object Localization
04-2023
Deep Learning with PyTorch : Generative Adversarial Network
04-2023
Image Processing with Python
06-2022
Master of Science - Computer Science
Technical University of Berlin
04.2022 - Current
Student Research Assistant | Software Developer
DAI Labor TU Berlin
10.2021 - 09.2023
Engineering Intern
VERVO Advanced Packaging Technologies
03.2021 - 05.2021
Software Developer Working Student
Elena International
10.2020 - 03.2021
Product Intern
Reengen (by Faradai)
09.2019 - 09.2019
Bachelor of Science - Industrial Engineering & Management with Computer Science Focus
Technical University of Berlin
09.2017 - 08.2022
High School Diploma -
Istanbul High School
09.2012 - 06.2017
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