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Getting artificial intelligence down to a fine art
:octocat:
Getting artificial intelligence down to a fine art

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@NeuralAILab @PRAISELAB @DataLensStrategies

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edaaydinea/README.md

Eda AYDIN

I'm a self-taught woman engineer for artificial intelligence in healthcare.

I'm a Data Analyst/Scientist, NLP - Generative AI - LLM - Prompt Engineer.

🎓My Learning Journey

💼 My Experience Journey

  • Data Scientist/Analyst | Turing (Jan 2025 - Present)
  • Data Scientist/Analyst | Upwork, Freelancer.com (Nov 2024 - Present)
  • Coding Specialist in AI, NLP - Generative AI - LLM - Prompt Engineer | Outlier (Jul 2024 - Present)
  • Data Scientist (Intership) | Boston Consulting Group* (Feb 2025 - Present)
  • Data Analytics Engineer (Internship) | Quantium (Feb 2025 - Feb 2025)
  • Data Scientist (Internship) | British Airways (Jan 2025 - Feb 2025)
  • Power BI Developer (Internship) - PwC Switzerland (Jan 2025 - Jan 2025)
  • Graduate Research Student in Computational Neuroscience & Neurodegenerative Diseases | Neural AI Integration Research Lab (Feb 2023 - Jul 2024)
  • Analytics/NLP Engineer | hevi.ai (May 2023 - Jun 2024)
  • Data Mining Analyst | AYA: Açık Yazılım Ağı (Feb 2023 - May 2023)
  • ML & Deep Learning Engineer | UpSchool (Jul 2022 - Jan 2023)
  • Graduate Research Student in Traumatic Brain Injury | Wicking Dementia Research & Education Centre (Mar 2022 - Aug 2022)
  • Graduate Research Student in Dementia | Wicking Dementia Research & Education Centre (Feb 2022 - Jul 2022)
  • Graduate Research Student in Multiple Sclerosis | Menzies Institute for Medical Research (Sep 2021 - Feb 2022)
  • Machine Learning Project Team Lead | Kodluyoruz (Sep 2021 - Nov 2021)
  • Summer Research Student in ML and Neuroscience | Center of Brains, Minds, and Machines (Aug 2021 - Sep 2021)
  • Data Scientist | UNDP (Mar 2020 - Sep 2020)
  • Artificial Intelligence Engineer(Internship) | Coff R&D (Jan 2019 - Sep 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

Machine Learning, Deep Learning, Image Processing

Anaconda OpenCV

Keras PyTorch TensorFlow mlflow

NumPy Pandas SciPy Plotly Matplotlib

scikit-learn

Web Development

FastAPI


Databases

MySQL Postgres SQLite

Coding and Analytic Tools

IDEs/Editors

Visual Studio Code
Jupyter Notebook PyCharm RStudio

Data Analytics and Visualizations

Microsoft Excel Tableau Power Bi


Programming and Language Technologies

Python R LaTeX Markdown

Operating Systems

Linux Ubuntu

Developer Platforms and Community Engagement

Coding Platforms

Hackerrank LeetCode Exercism Codewars

Data Science and ML Competitions

Kaggle 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

📦 4.2 MB Used in GitHub's Storage

🏆 100 Contributions in the Year 2025

🚫 Not Opted to Hire

📜 113 Public Repositories

🔑 31 Private Repositories

I'm a Night 🦉

🌞 Morning                157 commits         ⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   02.90 % 
🌆 Daytime                1518 commits        ⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   28.07 % 
🌃 Evening                2204 commits        ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   40.76 % 
🌙 Night                  1528 commits        ⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   28.26 % 

📅 I'm Most Productive on Thursday

Monday                   910 commits         ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   16.83 % 
Tuesday                  857 commits         ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   15.85 % 
Wednesday                794 commits         ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   14.68 % 
Thursday                 923 commits         ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   17.07 % 
Friday                   616 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   11.39 % 
Saturday                 652 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   12.06 % 
Sunday                   655 commits         ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   12.11 % 

📊 This Week I Spent My Time On

🕑︎ Time Zone: Europe/Istanbul

💬 Programming Languages: 
Python                   46 hrs 42 mins      ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀   96.00 % 
Markdown                 54 mins             ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   01.87 % 
RMarkdown                51 mins             ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   01.77 % 
Text                     4 mins              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.15 % 
R                        3 mins              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.13 % 

🔥 Editors: 
Chrome                   39 hrs 24 mins      ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀   80.86 % 
VS Code                  7 hrs 42 mins       ⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   15.82 % 
PowerPoint               1 hr 24 mins        ⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   02.89 % 
Edge                     12 mins             ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.43 % 
Word                     0 secs              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   00.00 % 

🐱‍💻 Projects: 
MachineLearningRealWorldA13 hrs 28 mins      ⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   27.70 % 
BritishAirwaysDataScience10 hrs 10 mins      ⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   20.92 % 
GitHub                   8 hrs 48 mins       ⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   18.11 % 
Blog                     6 hrs 13 mins       ⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   12.79 % 
quantiumDataAnalytics    3 hrs 10 mins       ⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   06.51 % 

💻 Operating System: 
Windows                  48 hrs 39 mins      ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿   100.00 % 

I Mostly Code in Jupyter Notebook

Jupyter Notebook         50 repos            ⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   59.52 % 
HTML                     7 repos             ⣿⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   08.33 % 
R                        3 repos             ⣿⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   03.57 % 
JavaScript               1 repo              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   01.19 % 
TSQL                     1 repo              ⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀⣀   01.19 % 

Timeline

Lines of Code chart

Last Updated on 08/02/2025 01:48:12 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 164 51

  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 17 2

  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 18 6

  4. 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 12 2

  5. TableauMastery-20RealWorldProjects TableauMastery-20RealWorldProjects Public

    This repository is your ultimate guide to mastering Tableau through 20 real-world projects that tackle diverse, impactful challenges across industries. Whether you're a data enthusiast, Tableau beg…

    1