Sevda Öğüt
Doctoral Student at École polytechnique fédérale de Lausanne
Switzerland
Summary
🤩
Rockstar🎓
Top SchoolSevda Öğüt is a PhD candidate in Computer Science at EPFL's LTS4 lab, focused on applying graph deep learning and whole-slide image analysis to advance personalized oncology while prioritizing interpretability and reliable foundation models for computational biology. With prior research on molecular communication and multi-armed bandits, she combines strong theoretical grounding from Bilkent (BSc 3.91/4.00) with practical experience in ML inference benchmarking from industry internships. Her work bridges algorithmic rigor and clinical relevance, aiming to make AI-driven decisions transparent for clinicians. Based in Switzerland, she brings two years of focused research experience and a consistent academic excellence streak dating back to top scores in secondary education.
2 years of coding experience
2 years of employment as a software developer
First and Middle School Diploma, First and Middle School Diploma at Private Bilkent First and Middle SchoolDoctor of Philosophy - PhD, Computer Science, Doctor of Philosophy - PhD, Computer Science at Ecole polytechnique fédérale de LausanneBachelor of Science - BS, Electrical and Electronics Engineering, 3.91/4.00, Bachelor of Science - BS, Electrical and Electronics Engineering, 3.91/4.00 at Bilkent UniversityHigh School Diploma, 99.39/100, High School Diploma, 99.39/100 at Private Bilkent High School
English, French, Turkish
Github Skills (5)
machine-learning6
data-science5
digital-pathology1
medical-image-analysis1
histopathology1
Programming languages (1)
Github contributions (5)
ogutsevda/ogutsevda.github.io
Nov 2023 - Mar 2025
Contributions:17 pushes, 1 branch in 1 year 3 months
ogutsevda/HIGT
Jul 2024 - Aug 2024
[MICCAI'23] HIGT: Hierarchical Interaction Graph-Transformer for Whole Slide Image Analysis
Contributions:6 pushes in 8 days
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.