CV

Education 🎓

Özyeğin University 2022 – 2025 (expected)

M.Sc. in Computer Science, focus: Artificial Intelligence, Deep Learning, Computer Vision, Autonomous Driving, and Big Data

Kocaeli Üniversitesi 2017 – 2021

B.Sc. in Computer Engineering

Kocaeli Üniversitesi 2016 – 2017

Turkish Language Preparatory, KOUSEM

Professional Experience 💼

Özyeğin University September 2022 – Present

Graduate Research and Teaching Assistant

Introduction to Programming, Deep Learning, Computer Vision, and Distributed Systems. Evaluated and graded assignments and examinations, prepared solutions, and provided office hours. Research assistant for multiple projects. Proctored exams and managed grade-related documentation.

Scientific and Technological Research Council of Türkiye (TÜBİTAK) November 2022 – June 2023

Graduate Project Researcher

Developed CNN-based models for UAV-taken visible and infrared image registration. experimentations; data preprocessing, model training, evaluation, and reporting. A reduced average registration error (ACE, SSIM, MI). Tools: Python, Tensorflow, Pandas, Scikit-Learn, OpenCV, Slurm.

KOU Smart Systems Laboratory - Akıllı Sistemler Laboratuvarı June 2021 – August 2021

Software Engineer Intern

Conducted Side-Channel Analysis using FFN and CNN with the ASCAD dataset. Attacked AES-128 and AES-256 encryption keys with CNN-based improvements.

Projects 🚀

• Dockerized Apache Spark Performance Analysis
  Performance analysis of Apache Spark under simulated local cluster configurations.
  Tools: Python, Shell, Docker, Jupyter Notebook, PySpark, Vagrant.

• Vision Datasets Statistics
  Comparative analysis of common computer vision datasets for object detection, segmentation, and tracking.
  Tools: Python, PyTorch, OpenCV, Shell scripting.

• Machine Learning in Finance
  Implemented outlier detection using Isolation Forest and explored portfolio optimization techniques.
  Stock price predictions with CNN, LSTM, and transformer-based architectures.

Skills 🛠️

• Programming Languages: Python, Java, C++, JavaScript.
• Machine Learning: PyTorch, TensorFlow, Keras, Scikit-Learn, NumPy, Pandas, Hugging Face, Generative AI, Jupyter, Slurm.
• DevOps: Docker, Kubernetes, GitHub Actions, Jenkins, AWS, Terraform, Ansible.
• Databases: MySQL, MongoDB, PostgreSQL, RDS, Firebase.
• Cloud Solutions: AWS, Google Cloud, EC2, S3, EKS, Elastic Beanstalk.

Languages 📚

• English – Fluent
• Turkish – C1
• French – Intermediate
• Kinyarwanda – Native

Awards 🏆

• Graduate Research Fellowship, Özyeğin University, 09/2023
• Graduated with Honors, Kocaeli University, 11/2021
• Türkiye Scholarships Receiver, Türkiye Bursları (tbbs), 08/2016

Resume🌐