Skip to content
View eminesu's full-sized avatar

Block or report eminesu

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
eminesu/README.md

Hi, I'm Emine Şevval 👋

Medical AI Researcher & Full-Stack Engineer
MSc in Data & Computer Science @ Heidelberg University · Zuse School ELIZA Scholar

LinkedIn Email

🧬 About me

I build machine learning systems for medical imaging and full-stack software for the web.

  • 🔬 Now: MSc student researching domain generalization for medical image segmentation (liver segmentation & fibrosis staging from multi-phase MRI) at Heidelberg University, in collaboration with DKFZ.
  • 🎓 Scholarship holder at the Konrad Zuse School of Excellence ELIZA (DAAD-funded).
  • 💻 Before that: 4 years as a Full-Stack Engineer at Garanti BBVA Technology, building Python/Django + Angular tools that automated security-team workflows.
  • 🌍 Based in Germany · working in English & Turkish, learning German.

📄 Featured research

Vendor-Robust Liver Segmentation and Fibrosis Staging from Multi-Phase MRI CARE 2026 Workshop, MICCAI 2026 (Strasbourg) — co-first author. nnU-Net · PyTorch · self-supervised (DINOv2) pretraining · leave-one-vendor-out evaluation.

🛠️ Tech stack

Python PyTorch TensorFlow NumPy Pandas
Django Flask Angular TypeScript C++
Git Docker Jenkins PostgreSQL

📊 GitHub stats

stats top langs

Open to roles in medical AI / healthcare imaging and full-stack engineering across Europe.

Pinned Loading

  1. django-project-manager django-project-manager Public

    Django + HTMX project management app with authentication and role-based access control (Owner/Editor/Reader)

    Python

  2. mini-instructgpt-sft mini-instructgpt-sft Public

    Step 1 (Supervised Fine-Tuning) of the InstructGPT pipeline (Ouyang et al. 2022) on DistilGPT-2, with base-vs-SFT evaluation

    Jupyter Notebook

  3. breast-cancer-diagnosis breast-cancer-diagnosis Public

    EDA and ML classification on the Breast Cancer Wisconsin dataset — cross-validated models, ROC analysis, feature importance (best ROC-AUC 0.998)

    Jupyter Notebook

  4. medmnist-classifier-api medmnist-classifier-api Public

    Train a CNN on PneumoniaMNIST and serve it via a FastAPI + Docker inference API (train -> serve -> containerize)

    Python

  5. ssh-log-threat-detector ssh-log-threat-detector Public

    Dependency-free CLI that detects brute-force, user-enumeration and post-bruteforce compromise in SSH auth logs

    Python

  6. tweetcraft tweetcraft Public

    Generate short, catchy tweets from any topic using GPT-2 + a Gradio web UI

    Python