You can view my CV in a PDF form by clicking here.
Education
MSc. in Machine Learning
2023, at University of Tübingen, Tübingen, Germany
BSc. in Computer Engineering
2018-2023 at Middle East Technical University, Ankara, Turkey
- GPA: 3.83/4.00
- Ranked 5th in the department
Experience
Student Assistant
Autonomous Vision Group, Tübingen, Germany May 2024 - Present
- Taking role for the development of the website Scholar Inbox
- Designed and tested augmentation techniques for improving the detection score of the machine learning algorithms
- Built end-to-end pipeline for OCR to work with various newspapers sources and formats for creating a NLP dataset
Deep Learning & Computer Vision Engineer
DataBoss Security & Consulting, Ankara, Turkey Nov 2022-Aug 2023
- Integrated and tested latest SOTA object detection models
- Designed and tested augmentation techniques for improving the detection score of the machine learning algorithms
- Built end-to-end pipeline for OCR to work with various newspapers sources and formats for creating a NLP dataset
Deep Learning & Computer Vision Engineer Intern
Kuartis Technology and Consulting, Ankara, Turkey Aug 2022 - Sep 2022
- Implemented a deep learning model that segments and classfies the roads type for the autonomous vehicle.
- Implemented and automized a pipeline for uploading company data into annotation tool for object detection and segmentation.
Undergraduate Researcher, Supervised by Prof. Sinan Kalkan
KOVAN Research Lab, Ankara, Turkey Aug 2021 - Sep 2021
- Trained a robot agent that can pick up object from a table and join them together from their desired spots.
- Upgraded the camera system of the simulation environment for multiple-camera usage.
Undergraduate Researcher, Supervised by Prof. Reda Alhajj
TUBITAK, Ankara, Turkey Feb 2021 - Jul 2021
- Created a web-based tool that allows users to upload datasets, display them, preprocess them, and then utilize the preprocessed datasets to train machine learning or deep learning models.
- Using LSTM, trained a deep learning model to predict whether or not a patient has a certain eye illness.
Skills
- Python
- Pandas
- PyTorch
- Tensorflow
- Numpy
- Scikit-learn
- C/C++
- Flask
- HTML/CSS/JS
- SQL/NoSQL
- Linux
- Shell (Bash/Zsh)
- LaTeX
- Git/Github
- Docker
- REST