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Portfolio

Tumor Detection in Brain MR Image

● Detecting existing brain tumor in brain MR images using OpenCV library in Python.

Web Designs

● Web Designs I Created on WordPress.

Time Limited Maze Game

● The project was carried out using Arduino Uno, two MG90S Servo Motors, Led, Switch, battery and joystick.

YOLOv8: Real Time Object Detection

● Real-time object detection has been performed using the YOLOv8 algorithm.

Image Denoising with Autoencoders

● Image denoising applications have been performed using Autoencoder, and the model performance has been evaluated with various metrics

Anomaly Detection on Time Series

● Anomaly detection has been performed using Isolation Forest, K-Means, and Local Outlier Factor (LOF) algorithms. ● Different machine learning methods have been applied to the dataset to identify anomalous data, and the performance of the algorithms has been visualized.

Skills

Python
Image Processing
Artificail Intelligence
Linux
OpenCV
Articial Intelligence
Machine Learning
Deep Learning
Visual Studio Code
Git
Git Hub
Git Bash
Simatic Energy manager PRO v7.2
PLC - TIA Portal

Work experience

Production Engineer
08.2024 - 09.2024 |Mercedes-Benz Türk A.Ş.
Industry 4.0, SCADA, EnMPro, R&D, Problem solving, PLC
● Worked on energy consumption monitoring and optimization using Industry 4.0, SCADA, and EnMPro systems. ● Gained experience in integrating PLC and sensor technologies within automation systems. ● Developed problem-solving, R&D skills, focusing on energy efficiency and system optimization.
AI Engineer
07.2024 - 08.2024 |Huawei Telekomünikasyon Dış Ticaret
AI, TensorFlow, PyTorch, Machine Learning
● Worked on click-through rate (CTR) prediction systems using advanced machine learning models and researched techniques. ● Integrated and tested various models on datasets using TensorFlow and PyTorch.
Data Processing Engineer
01.2024 - 02.2024 |Eskisehir Osmangazi University
Data Processing, Python, Various libraries
● Worked on classified and processed facial data using Python and various libraries.
Artificial Intelligence Engineer
07.2023 - 08.2023 |İnovasyon Mühendislik
Artificial Intelligence, Machine Learning, Autoencoders, Yolov 8
● Anomaly Detection on Time Series. ● Clustering and classification applications with Machine Learning algorithms. ● Image Denoising with Autoencoders. ● Real Time Object Detection with Yolov 8.

Educational background

Electircal Electronics Engineering (Bachelor’s Degree)
2020 - 2025
Eskisehir Osmangazi University

Languages

TurkishNativeEnglishIntermediate