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BakiAkgun1/README.md

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Hi 👋, I'm Baki Akgün

AI & DevOps Enthusiast | Computer Engineering Student | Open Source Contributor

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💼 About Me

🎓 I'm a Computer Engineering student passionate about designing scalable, efficient, and intelligent systems.
🚀 My focus lies in Artificial Intelligence, Machine Learning, and DevOps technologies.
🧠 I'm actively working on real-world applications involving model training, deployment pipelines, and cloud-based infrastructure.
🧑‍💻 I thrive in collaborative, open-source environments and build systems that matter.


🔍 Current Focus

  • 🛠 Developing AI-powered wearable systems for healthcare
  • 🌐 Building DevOps pipelines with Docker, GitHub Actions, and CI/CD
  • 📈 Training and deploying ML models using TensorFlow, scikit-learn, FastAPI
  • ☁️ Exploring Cloud Platforms (AWS, GCP)

🚀 Featured Projects

Project Description Tech
Walk-Aid AI-based wearable system assisting gait control using sensor data Python, ML, Wearables, Arduino
IMDB Recommender Content-based movie recommender using NLP and cosine similarity Python, Pandas, Scikit-learn
AI Disease Detection App Mobile-friendly disease classifier using TensorFlow Lite TensorFlow, Flutter, Firebase
Parkinson ML Detection Medical condition classifier based on voice data ML, SVM, Data Analysis
CI/CD Demo DevOps workflow using GitHub Actions and Docker GitHub Actions, Docker, CI/CD

🧠 Technical Stack

AI & ML

Python TensorFlow scikit-learn Pandas NumPy OpenCV

DevOps & Tools

Docker Kubernetes CI/CD GitHub Actions Linux AWS Azure Git

Programming & Scripting

Java C JavaScript

Databases

MySQL PostreSQL

Frontend & App Dev

React HTML CSS Bootstrap

Databases

MySQL Firebase

📬 Connect with Me


📊 GitHub Stats

GitHub stats GitHub streak

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  1. AWS-EC2_EMR-Word-Count AWS-EC2_EMR-Word-Count Public

    (Cloud Computing Lesson Project) The step-by-step procedure to set up an Apache Spark Cluster using AWS EC2 and EMR, followed by Word Count operations on different datasets.

    Python 1

  2. Covid19-Dataset-Analysis Covid19-Dataset-Analysis Public

    This repository contains an analysis of Covid-19 data from Turkey, Germany, and Afghanistan. The analysis includes various statistical tests and visualizations to examine trends, distributions, and…

    Jupyter Notebook

  3. Detection-Models-of-DoS-Attacks-using-HTTP-Data Detection-Models-of-DoS-Attacks-using-HTTP-Data Public

    This repository contains the code and resources for detecting DoS attacks using HTTP traffic data. The project explores multiple approaches, including traditional machine learning models, RNN-based…

    Jupyter Notebook

  4. IMDB-TOP-1000_Recommendation IMDB-TOP-1000_Recommendation Public

    This project aims to build a movie recommendation system using the IMDb Top 1000 dataset. It includes steps for data preprocessing, data visualization, and implementing recommendation systems

    Jupyter Notebook

  5. task-tracker-devops task-tracker-devops Public

    This repository manages the DevOps setup for the Task Tracker application, including CI/CD workflows and Docker-based deployment.

  6. Turkish_Hate_Speech_Predictor_NLP_Project Turkish_Hate_Speech_Predictor_NLP_Project Public

    This repository implements Detection of Hate Speech on Turkish Tweets Using Machine Learning techniques. It includes preprocessing Turkish tweets, handling imbalanced datasets, text representation,…

    Jupyter Notebook