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denizefekaracakaya/README.md

πŸ‘‹ Hi there, I'm Deniz Efe Karacakaya

πŸ‘¨β€πŸ’» About Me

I'm an enthusiastic AI and data science learner based in Antalya / TΓΌrkiye. I’m passionate about transforming data into insight, and exploring how artificial intelligence and machine learning can help solve real-world problems.

Currently, I’m actively participating in AI-focused bootcamps and hands-on workshops to deepen my knowledge in Python 🐍, data analysis πŸ“Š, machine learning πŸ€–, and geospatial technologies πŸ›°οΈ.

One of my most recent experiences was during the AI Workshop organized by BTK Akademi, where I had the opportunity to work under the mentorship of Dr. Murat Altun. Using Python’s leafmap library, I conducted a satellite-based before/after image comparison study of forest fire-affected areas in Bodrum and Mumcular. This project allowed me to combine environmental awareness with technical skills in geospatial AI πŸŒ±πŸ’».

I am always eager to learn, collaborate, and contribute to projects in artificial intelligence, data science, and sustainability-driven technology. My focus areas include:

  • πŸ€– Artificial Intelligence
  • πŸ“Š Data Science
  • 🧠 Machine Learning
  • πŸ›°οΈ Geospatial Analysis
  • 🐍 Python Programming

I'm passionate about turning data into meaningful insights and applying AI for solving real-world problems β€” especially in the fields of sustainability and environmental analysis.


πŸ§ͺ Recent Work

One of my most exciting recent experiences was during the AI Workshop by BTK Akademi, where I worked under the guidance of Dr. Murat Altun.

In this project, I used Python’s leafmap library to create Before/After Image Comparison visualizations of forest fire-affected regions in Bodrum and Mumcular.

  • πŸ”₯ In Torba (Bodrum), I analyzed satellite images showing reforestation progress after a 2000 fire that damaged 305 hectares.
  • 🌲 In Mumcular, I examined the results of a 2006 fire that affected over 2,600 hectares, later restored by planting 4 million red pine saplings.

This project helped me connect environmental awareness with technical skills in geospatial AI.


🌱 I’m Currently Learning

  • πŸ“Œ Deepening my knowledge of Python and ML libraries
  • 🌍 Working on real-world data analysis and visualization projects
  • 🀝 Engaging with AI and open-source communities

πŸ“« Let's Connect!

LinkedIn
Gmail
Kaggle


πŸ› οΈ Tools & Technologies

Python Java Pandas
Leafmap
Jupyter
Scikit Learn
Git


πŸ“Œ GitHub Stats

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