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mucahitkayadan/README.md

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πŸ› οΈ Skills & Technologies

πŸ’» Programming Languages

Python C++ Java MATLAB

πŸ€– Computer Vision

  • Object Detection & Tracking
  • Feature Extraction & Stereo Vision
  • Pose Estimation & SLAM
  • HyperSpectral Imaging & NeRF
  • Gaussian Splatting & Real-Time Video Analysis
  • Vision Language Models (VLMs)
  • Semantic & Instance Segmentation
  • 3D Reconstruction & Depth Estimation
  • Face Recognition & Action Recognition
  • Visual Question Answering

🧠 Machine Learning

TensorFlow PyTorch OpenCV

  • Deep Learning (CNN, GAN, LSTM, Transformers)
  • Transfer Learning & Self-Supervised Learning
  • MLOps & TinyML
  • Reinforcement Learning
  • AutoML & Google Cloud AutoML

πŸ› οΈ Frameworks & Tools

  • Deep Learning: TensorFlow, PyTorch, Keras
  • Data Science: Scikit-Learn, NumPy, Pandas
  • Visualization: Matplotlib, Seaborn, Plotly
  • Development: Git, Docker, FastAPI, Flask
  • Cloud: AWS, Google Colab
  • Databases: MongoDB, Elasticsearch, SQLite

πŸ“Š Data Engineering

  • Data Pipeline Development
  • Feature Engineering
  • Big Data Processing
  • MLOps Implementation
  • Data Preprocessing & Cleaning

πŸš€ About Me

"Engineering is all about perspective, and traveling is such a builder for it."

I'm a Machine Learning Engineer with a passion for solving complex problems through AI and computer vision. With over 3 years of experience, I specialize in designing and implementing machine learning models for real-world applications.

  • πŸ”­ Currently working as a Machine Learning Engineer
  • 🌱 Focusing on RAG Systems, LLMs, and Computer Vision
  • 🌍 Lived in 7 countries, visited 30+ nations
  • πŸ“š Language enthusiast with a Duolingo Streak day streak!
  • πŸ₯š Co-author of the paper "High accuracy gender determination using the egg shape index" in Nature - Scientific Reports

πŸ—ΊοΈ Travel & Living Map

My Global Footprint

πŸ“« Connect With Me

Email LinkedIn

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