Skip to content
View edaaydinea's full-sized avatar
:octocat:
Getting artificial intelligence down to a fine art
:octocat:
Getting artificial intelligence down to a fine art

Organizations

@NeuralAILab @PRAISELAB

Block or report edaaydinea

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.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

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

Report abuse
edaaydinea/README.md

Eda AYDIN

I'm a self-taught woman engineer for artificial intelligence in healthcare (especially neuroscience).

I'm a Clinical Data Analyst - Scientist, and Healthcare Data Scientist.

🎓My Learning - Experience Journey


  • Graduate Student Clinical Researcher - Clinical Research Data Scientist (2024 - Present)
  • Graduate Research Student in Computational Neuroscience and Neurodegenerative diseases (2023 - 2024)
  • Deep Learning Engineer in Providing Artificial Intelligence Software for Medical Imaging (2023 - 2024)
  • Graduate Research Student in Traumatic Brain Injury (2022)
  • Graduate Research Student in Dementia (2022)
  • Graduate Research Student in Multiple Sclerosis (2021)
  • Summer Research Student in ML and Neuroscience (2021)
  • Research Student in COVID-19 Medical Image AI Model Research and Development (2020)
  • Research Student in Data Science for Development (2020)
  • Artificial Intelligence Intern in NLP (2019)

👷 Check out what I'm currently working on

🌱 My latest projects

🏆My Latest Certifications

💻 My Latest Blogs

📄 My Latest Publications

🥇Competitions

Month/Year Competition Name URL Score
February 2023 ML Olympiad 2023 - Breast Cancer Diagnosis ML Olympiad-Breast Cancer Diagnosis | Kaggle 8/64

My Skill Set

Frameworks, Platforms and Libraries

Anaconda FastAPI OpenCV

Databases

MySQL Postgres SQLite

IDEs/Editors

Android Studio CLion IntelliJ IDEA Jupyter Notebook PyCharm RStudio Visual Studio Code

Languages

Python R Julia Java Octave LaTeX Markdown HTML5 CSS3 JavaScript

ML/DL

Keras Matplotlib NumPy Pandas Plotly PyTorch scikit-learn SciPy TensorFlow

Developer / Forums

Hackerrank LeetCode Hackerearth

Education

Coursera edX Duolingo


Connect with me

LinkedIn Kaggle WordPress Outlook


Support me

edaaydinea




Coding Activity Progress

Weekly Development Breakdown

Code Time

Profile Views

Lines of code

🐱 My GitHub Data

📦 3.7 MB Used in GitHub's Storage

🏆 1,198 Contributions in the Year 2024

🚫 Not Opted to Hire

📜 97 Public Repositories

🔑 12 Private Repositories

I'm a Night 🦉

🌞 Morning                156 commits         ⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   03.22 % 
🌆 Daytime                1451 commits        ⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   29.97 % 
🌃 Evening                1941 commits        ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   40.10 % 
🌙 Night                  1293 commits        ⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   26.71 % 

📅 I'm Most Productive on Monday

Monday                   876 commits         ⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   18.10 % 
Tuesday                  751 commits         ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   15.51 % 
Wednesday                662 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   13.67 % 
Thursday                 797 commits         ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   16.46 % 
Friday                   521 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   10.76 % 
Saturday                 601 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   12.41 % 
Sunday                   633 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   13.08 % 

📊 This Week I Spent My Time On

🕑︎ Time Zone: Europe/Istanbul

💬 Programming Languages: 
Python                   24 hrs 43 mins      ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀   91.45 % 
Markdown                 1 hr 48 mins        ⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   06.70 % 
Git Config               12 mins             ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.77 % 
Text                     10 mins             ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.62 % 
HTML                     3 mins              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.21 % 

🔥 Editors: 
VS Code                  14 hrs 49 mins      ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   54.82 % 
Chrome                   12 hrs              ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   44.44 % 
PyCharm                  11 mins             ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.74 % 

🐱‍💻 Projects: 
HandsOnMachineLearningWit4 hrs 53 mins       ⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   18.07 % 
PythonCrashCourse        4 hrs 49 mins       ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   17.83 % 
AutomateTheBoringWithPyth4 hrs 45 mins       ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   17.60 % 
in_ConceptsDataVisualizat3 hrs 36 mins       ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   13.36 % 
Coding                   3 hrs 23 mins       ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   12.55 % 

💻 Operating System: 
Windows                  27 hrs 1 min        ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿   100.00 % 

I Mostly Code in Jupyter Notebook

Jupyter Notebook         38 repos            ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   55.88 % 
Python                   13 repos            ⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   19.12 % 
Java                     7 repos             ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   10.29 % 
HTML                     6 repos             ⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   08.82 % 
TeX                      1 repo              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   01.47 % 

Timeline

Lines of Code chart

Last Updated on 12/10/2024 01:47:11 UTC

Pinned Loading

  1. AI-Projects-for-Healthcare AI-Projects-for-Healthcare Public

    This repository is included artificial intelligence, machine learning, data science, computer vision projects related to healthcare.

    Jupyter Notebook 139 42

  2. Chest-Xray-Image-Classification-by-using-PyTorch-CNN Chest-Xray-Image-Classification-by-using-PyTorch-CNN Public

    The repository includes my project for Deep Learning with PyTorch: Zero to GANs is Chest X-Ray Image Classification (Pneumonia) which I obtained from the Kaggle - Chest X-Ray Dataset.

    Jupyter Notebook 16 1

  3. Pneumonia-Detection-on-Chest-Xray-Images-with-Deep-Leaning Pneumonia-Detection-on-Chest-Xray-Images-with-Deep-Leaning Public

    This repository includes pneumonia detection on Chest X-ray Images by using Deep Learning(Keras).

    Jupyter Notebook 17 6

  4. Estimating-the-Probability-of-Confirmed-COVID-19-Cases-Taking-into-the-Intensive-Care-Unit-ICU- Estimating-the-Probability-of-Confirmed-COVID-19-Cases-Taking-into-the-Intensive-Care-Unit-ICU- Public

    This repository includes the slides and coding parts for the Estimating the Probability of Confirmed COVID-19 Cases Taking into the Intensive Care Unit (ICU).

    Jupyter Notebook 7

  5. Low-Grade-Glioma-Segmentation Low-Grade-Glioma-Segmentation Public

    This is a capstone project on a real dataset related to segmenting low-grade glioma. This capstone project is included in the UpSchool Machine Learning & Deep Learning Program in partnership with G…

    Jupyter Notebook 9 1

  6. OP2-Prediction-of-the-Different-Progressive-Levels-of-Alzheimer-s-Disease-with-MRI-data OP2-Prediction-of-the-Different-Progressive-Levels-of-Alzheimer-s-Disease-with-MRI-data Public

    This is an optional model development project on a real dataset related to predicting the different progressive levels of Alzheimer’s disease (AD) with MRI data.

    Jupyter Notebook 9 1