BIO
Graduated from the Technical University of Munich (TUM) with a Master of Informatics degree early 2019 with a CGPA 1.6/1.0. Focused on Computer Vision and Deep Learning.
Graduated from the Bilkent University (Ankara, Turkey) with a Bachelor of Science degree in 2016 with a CGPA: 3.75/4.00 (7th best of among my batch of 150 students).
Visited the National University of Singapore (NUS) as an exchange student in 2015.
Participated as a working student to QuellTech, an industry leading company on 3D laser scanner production, followed by a full-time employment. Key focus of my work is around point cloud processing and micro-scale measurements.
Publications:
Unsupervised Odometry and Depth Learning for Endoscopic Capsule Robots
(published at IROS 2018 Conference)
Headlight Range Estimation for Autonomous Driving using Deep Neural Networks
(published at Intelligent Vehicles 2019 Conference)
(Download CV)
My Projects
Gesture Recognition and Interpretation
Gesture Detection and Interpretation w. Retorio StartUp
(September 2017 - March 2018)
Development of a program that defines and detects gestures through coordinates of keypoints on human body skeleton given by open-source Openpose Tensorflow model
Python, OpenCV, Tensorflow, Linux
Hand Motion Recognizer
Hand Motion Detector for X-Ray (Computer Vision)
(November 2016 - December 2016)
An application detecting and visualizing unwanted movements of patients under X-ray
MATLAB Computer Vision Toolbox
Individual Project
Headlight Range Estimation: Comparison of Deep Learning and Depth Map Solution for Thesis
Master's Thesis w. BMW: Headlight Range Estimation using DNN
May 2018 - Jan. 2019
Proposing an entirely new application to avoid any manual adjustments by processing monocular ADAS camera images with a deep neural network that estimates headlight pitch angle of the headlight
MATLAB Deep Learning Toolbox
Analysis and compilation of 1 million image ( paper published at Intelligent Vehicles 2019)
Machine Vision
Current Full Time Job: QuellTech GmbH (Machine Vision)
March 2017 - Cont.
Development and integration of automation solutions for the production lines in several countries such as Brazil, Italy, Czechia, Finland, Switzerland, Greece, Slovenia and gave support to many others.
Human Instance Segmentation
Trying to understand state-of-the-art Faster-RCNN and Mask-RCNN papers,
and related Github projects
Python, Tensorflow, Linux
Individual Project
Cancerous Cell Segmentation (Computer Vision)
September 2015 - April 2016
Partitioning images into homogeneous subregions using SLIC algorithm, then segmenting the cells in the image by defining a set of rules based on the spatial relations among these homogeneous subregions
MATLAB Computer Vision Toolbox
Individual Project
Breakfast Calorie Calculator (Machine Learning)
March 2016 - May 2016
A project detecting foods and calculating estimated calories in breakfast plate
MATLAB Machine Learning (SVM), Computer Vision Toolbox