Curriculum Vitae
Contact
Skills
Python R MATLAB JavaScript SQL
TensorFlow PyTorch scikit-learn pandas numpy ggplot2
Git Docker Jupyter RStudio Linux AWS
Languages
- English: Professional proficiency
- Turkish: Native
- German: Beginner
Education
- M.Sc. in Bioinformatics, Saarland University 2023–2025 (expected)
- B.S. in Genetics and Bioengineering, Istanbul Bilgi University 2018–2023
- B.S. in Computer Engineering, Istanbul Bilgi University 2018–2023
Research Experience
- Undergraduate Research Assistant, Genetics and Bioengineering Dept., Istanbul Bilgi University Spring 2023
- Data analysis of adults with Philadelphia chromosome–like acute lymphoblastic leukaemia
- Transcriptomic and metabolic profiling using R and Python
- Supervisor: PhD Özlem Ulucan Açan
- Undergraduate Research Assistant, Computer Engineering Dept., Istanbul Bilgi University Spring 2022
- Developed Turkish image caption dataset and deep learning models
- Led a team of 30, managed data and project tasks
- Supervisor: Assoc. Prof. Elena Battini Sönmez
Publications
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A complete human verified Turkish caption dataset for MS COCO and performance evaluation with well-known image caption models trained against it
S. B. Golech, S. B. Karacan, E. B. Sönmez and H. Ayral, "A complete human verified Turkish caption dataset for MS COCO and performance evaluation with well-known image caption models trained against it" 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), Maldives, Maldives, 2022, pp. 1-6, doi: 10.1109/ICECCME55909.2022.9988025.
Talks
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
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Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
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Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
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Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California