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giraydorukyurt7/README.md

Hi 👋, I'm Giray Doruk Yurtseven

Software Enginnering student on Halic University, Türkiye.

Data Science | Artificial Intelligence | Machine Learning | Deep Learning | Computer Vision | Big Data | Natural Language Processing | Embedded Systems | Software Engineering Student

giraydorukyurt7

Connect with me:

giraydorukyurt7 giraydorukyurt7 giraydorukyurt7 giraydorukyurt7

Languages and Tools:

arduino c cplusplus css3 git html5 java javascript matlab opencv pandas python scikit_learn seaborn tensorflow stm32 pyspark xml xslt flask Python unity

giraydorukyurt7

 giraydorukyurt7

giraydorukyurt7


My Projects
Project Name Technology/Topic Languages
Brain Tumor Classifier CNN Python
Classifier For Shells Of Nuts CNN Python
Optimal Plant Care XML XML, XSLT XML, XSLT, JavaScript, CSS, Python
Environmental Monitoring System IOT Embedded Systems, IOT Arduino
Photo ASCII & Emoji Converter (WIP) Image Processing Python
Wikimedia WordCloud Generator WordCloud Visualization Python, JavaScript, HTML, CSS
Kozmos Sentiment Analysis NLP, Sentiment Analysis Python
Discord Status Changer PC Application Python
Heart Beat Animation with 8x8 Dot Matrix Embedded Systems STM32
Basketball Animation with 8x8 Dot Matrix Embedded Systems STM32
Outlast -1 (Global Game Jam 2025) Game Development Unity, C#, (Group Project)
Website Saver (Google Extension) Browser Extension JavaScript, CSS, HTML
Blackjack Simulator Game Simulation JavaScript, CSS, HTML
Chocolate Piece Counter Web Application JavaScript, CSS, HTML

Projects Developed Through Various Tutorials And Courses
Note: This table includes only prominent projects. More tutorial/course projects can be found in other repositories on my GitHub profile.
Project Name Technology/Topic Languages
ANN - Number Classification ANN Python
CNN - Garbage Classification CNN Python
RNN - Airplane Passenger Number Estimation RNN Python
LSTM - Tesla Stock Forecast Estimation LSTM Python
DNN - Image Classification OpenCV, DNN Python
DNN with SSD - Single Class Image Classification OpenCV, SSD Python
Real-Time Object Recognition OpenCV, SSD Python
Video Face Detection OpenCV, ResNet Python
Sentiment Analysis on Amazon Dataset NLP, Sentiment Analysis Python

>
Others
Project Name Technology/TopicLanguages
Video To Image Dataset Generator Video Processing Python
NLP Text Cleaner Text Processing Python

Pinned Loading

  1. KOZMOS-SENTIMENT-ANALYSIS-NLP KOZMOS-SENTIMENT-ANALYSIS-NLP Public

    completion : %90, sentiment analysis models for both logistic regression and random forests have been trained and is fully functional. Models can be tested through their python file. Work is curren…

    Python

  2. Data_Science-And-Artificial_Intelligence-Journeys Data_Science-And-Artificial_Intelligence-Journeys Public

    This repository contains; Data Analysis, Machine Learning, Deep Learning, Big Data, Computer Vision(OpenCV), Natural Language Processing. I created this files while learning them. Repository is hea…

    Jupyter Notebook

  3. STM32-Tutorial-Projects STM32-Tutorial-Projects Public

    Main branch: Includes tutorial projects developed using the STM32F407VGTx microcontroller, showcasing three different programming approaches: StdPeriph Library HAL Library Register-based programmin…

    C

  4. WIKIMEDIA-WORDCLOUD-GENERATOR WIKIMEDIA-WORDCLOUD-GENERATOR Public

    A NLP-based project that processes Wikipedia text data to generate word clouds and perform text mining. Built with Flask, this application enables visualizing text data from a CSV file using intera…

    Python

  5. OptimalPlantCareXML OptimalPlantCareXML Public

    https://giraydorukyurt7.github.io/OptimalPlantCareXML/OptimalPlantCare.xml

    JavaScript

  6. Brain-Tumor-Classifier Brain-Tumor-Classifier Public

    Brain Tumor Classifier by using Convolutional Neural Networks. 95.51% Test accuracy. Dataset: https://www.kaggle.com/datasets/preetviradiya/brian-tumor-dataset/data

    Jupyter Notebook