👋 Available for opportunities

Hi, I'm Efe Çiçekdağı

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Software developer from İzmir, Turkey. Passionate about AI/ML, Computer Vision, systems programming and building things that matter.

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19+ Repositories
5+ Stars Earned
Python · C · C# · Java Core Languages
Efe Çiçekdağı
🐍 Python
🤖 ML/AI
👁️ CV
// About

Who am I?

I'm a software developer and computer engineering student based in İzmir, Turkey, passionate about building intelligent systems that solve real-world problems.

My main focus is on artificial intelligence, machine learning, and computer vision. I enjoy developing data-driven solutions, experimenting with modern ML models, and turning research ideas into working software systems.

I have worked on projects such as solar panel fault detection using YOLO models, wind turbine power forecasting with LSTM networks, and local AI applications for document understanding and summarization.

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Computer Engineering Student Ege University
📍
Based in İzmir, Turkey Open to internship opportunities
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AI / ML Developer Machine Learning · Computer Vision
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Data & ML Projects Deep Learning · NLP · Data Science
// Skills

Tech Stack

Languages

Python C C# Java JavaScript

AI / ML

PyTorch TensorFlow scikit-learn YOLOv11 LSTM OpenCV

Tools & Platforms

Git GitHub Unity Jupyter VS Code

Concepts

Computer Vision Deep Learning NLP Data Structures Interpreters
// Projects

Featured Work

☀️

Solar Panel Fault Detection

YOLOv11-nano model that classifies solar panels into 6 fault categories: Clean, Dust, Bird-drop, Electrical, Physical & Snow. Automates inspection and improves maintenance efficiency.

Python YOLOv11 Computer Vision Deep Learning
⭐ 4 stars ● Python
📄

Turkish PDF Summarizer & Quizzer

Upload a Turkish lecture note (PDF or text) and get a structured AI-generated summary plus auto-generated quiz questions. Helps students study smarter.

Python NLP LLM PDF
📦 MIT License ● Python
⚙️

Plus++ Language Interpreter

A fully functional command-line interpreter for the Plus++ programming language, written in pure C. Reads, parses, and executes Plus++ source files with real-time error reporting.

C Interpreter Systems PL Design
🍴 1 fork ● C
🌬️

Wind Turbine Power Forecasting (LSTM)

LSTM-based deep learning model for wind turbine power output forecasting. Processes historical SCADA data with R², MAE, and RMSE evaluation metrics.

Python LSTM Time Series Deep Learning
⭐ 1 star ● Jupyter
✊

Rock-Paper-Scissors (Gesture Recognition)

Play Rock-Paper-Scissors using real-time hand gesture recognition via webcam. Combines OpenCV, MediaPipe, and game logic into a fun interactive experience.

Python OpenCV Computer Vision MediaPipe
📦 MIT License ● Python
🔆

Solar Panel Dirt Detection

YOLOv11-nano object detection model to classify solar panels as clean or dirty. Precursor to the multi-class fault detection project, using Kaggle dataset for training.

Python YOLOv11 Computer Vision
⭐ 1 star · 🍴 1 fork ● Python
View All Repos on GitHub ↗
// Contact

Let's Connect

I'm open to internships, collaborations, and interesting projects. Feel free to reach out!

GitHub @EfeCicekdagi
Email Get in touch
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