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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

🥇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

📦 3.6 MB Used in GitHub's Storage

🏆 508 Contributions in the Year 2024

🚫 Not Opted to Hire

📜 86 Public Repositories

🔑 11 Private Repositories

I'm a Night 🦉

🌞 Morning                121 commits         ⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   02.91 % 
🌆 Daytime                1421 commits        ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   34.15 % 
🌃 Evening                1705 commits        ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   40.98 % 
🌙 Night                  914 commits         ⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   21.97 % 

📅 I'm Most Productive on Monday

Monday                   837 commits         ⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   20.12 % 
Tuesday                  623 commits         ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   14.97 % 
Wednesday                602 commits         ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   14.47 % 
Thursday                 578 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   13.89 % 
Friday                   433 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   10.41 % 
Saturday                 494 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   11.87 % 
Sunday                   594 commits         ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   14.28 % 

📊 This Week I Spent My Time On

🕑︎ Time Zone: Europe/Istanbul

💬 Programming Languages: 
Python                   34 hrs 5 mins       ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿   99.26 % 
Markdown                 14 mins             ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.69 % 
Canva Design             1 min               ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.05 % 
JSON                     0 secs              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.00 % 

🔥 Editors: 
Chrome                   30 hrs 36 mins      ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀   89.14 % 
VS Code                  3 hrs 38 mins       ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   10.60 % 
Edge                     5 mins              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.26 % 

🐱‍💻 Projects: 
in_PythonEssentialTrainin8 hrs 2 mins        ⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   23.42 % 
GitHub                   8 hrs 1 min         ⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   23.35 % 
MLOps                    7 hrs 12 mins       ⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   20.98 % 
MSCDS_DTSA550            3 hrs 5 mins        ⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   09.02 % 
Kaggle                   2 hrs 33 mins       ⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   07.43 % 

💻 Operating System: 
Windows                  34 hrs 20 mins      ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿   100.00 % 

I Mostly Code in Jupyter Notebook

Jupyter Notebook         34 repos            ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   55.74 % 
Python                   10 repos            ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   16.39 % 
Java                     7 repos             ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   11.48 % 
HTML                     6 repos             ⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   09.84 % 
TeX                      1 repo              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   01.64 % 

Timeline

Lines of Code chart

Last Updated on 03/09/2024 01:42:48 UTC

Eda AYDIN 's Projects

365-days-of-code-2022 icon 365-days-of-code-2022

This coding challenge is created by Eda AYDIN. This coding challenge aims to progress from Python programming to Computer Vision, Natural Language Processing in Artificial Intelligence and Neuroscience.

ai-for-medicine icon ai-for-medicine

This repository includes all projects of the AI for Medicine Specialization offered by deepleearning.ai and taught by Pranav Rajpurkar.

ai-projects-for-healthcare icon ai-projects-for-healthcare

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

aiinhealthcare icon aiinhealthcare

This repository includes all notes of AI in Healthcare Specialization offered by the Standford University.

bioinformatics icon bioinformatics

This repository includes all projects of Bioinformatics Specialization offered by the University of California San Diego

bioinformatics-projects icon bioinformatics-projects

This repository contains Bioinformatics lecture notes and projects by Chanin Nantasenamat. You can find my notes and rearranged codes in this repository for better understanding while taking this course.

csmm102x-machine-learning icon csmm102x-machine-learning

This repository includes the projects of the CSMM102X - Machine Learning course offered by Columbia University.

csmm103x-robotics icon csmm103x-robotics

This repository includes the projects of the CSMM103X - Robotics course offered by Columbia University.

data-science-for-public-good icon data-science-for-public-good

This repository includes weekly notes-homeworks, capstone projects of the Data Science for Public Good program offered by Kodluyoruz , University of Virginia, and CADS@TEDU.

datacamp-projects icon datacamp-projects

This repository is included artificial intelligence, machine learning, data science, computer vision projects through DataCamp.

dataquest-projects icon dataquest-projects

This repository is included data analyst, and data science-guided projects through Dataquest.

datasciencecoursera icon datasciencecoursera

This repository includes the peer-gradient assignment for The Data Scientist's Toolbox course offered by John Hopkins University.

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