I'm a PhD student at University of Bakircay Computer Engineering department under the supervision of
Dr. Murat Uçar.
In addition, I'm working as a Senior Machine Learning Engineer at HubX now. We are building and growing highly-scalable mobile apps that reached over 100 million users across 160 countries here.
I am focusing on customer specific content creation and related computer vision tasks such as image animation, restoration, enhancing, inpainting, text-to-image and image-to-image generation etc. I do research and development about both the generative and descriptive modeling tasks that are related to computer vision and machine learning to improve the quality and efficiency of the app.
Also, I prepare the ml models for production and serving them. In addition, I have
a Computer Engineering BSc. and MSc. degree. My BSc. degree from Konya
Technical University advised by Prof. Erkan
Ülker and MSc. degree from
University of Ege advised by Prof. Aybars Uğur.
Nowadays, my main research areas are Computer Vision, Generative Modelling, and Efficient Deep Learning.
Performance Analysis of Efficient Deep Learning Models for Multi-Label Classification of Fundus Image![]() Muhammed Pektas AITA Github |
Efficient Hair Style Transfer with Generative Adversarial Networks![]() Muhammed Pektas, Baris Gecer, Aybars Ugur Arxiv Github |
Realistic Hair Synthesis with Generative Adversarial Networks![]() Muhammed Pektas, Aybars Ugur - Master Thesis Arxiv Yöktez |
Identity Similarity (idsim)This repository can help researchers who want to use face recognition in their research.![]() Muhammed Pektas Github |
PysimplerThis package simplifies the fundamental software engineering practices such as bottleneck analysis, cache cleaning etc.Muhammed Pektas Github |
BFAS - Brute Force Architecture Search![]() Muhammed Pektas Github |