* Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing (NTIRE 2018, CVPR Workshop) - openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w13/Engin_Cycle-Dehaze_Enhanced_CycleGAN_CVPR_2018_paper.pdf* NTIRE 2018 Indoor & Outdoor Image Dehazing Challenge (NTIRE 2018, CVPR Workshop) - Invited as a co-author of NTIRE 2018 Image Dehazing Challenge Report: openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w13/Ancuti_NTIRE_2018_Challenge_CVPR_2018_paper.pdf* Volunteer workshop trainer at Türkiye Yapay Zeka Zirvesi (TRAI - Zirve) - 14 February 2018 -Introduction to Deep Learning and Tensorflow (Hands-on)* Domain Adaptation for Cross-Dataset Person Re-Identification (Accepted at SIU 2018) - 1st ranked paper in IEEE SPS Turkey - ieeexplore.ieee.org/document/8404852/* Cross-Domain Person Re-Identification Using Deep Convolutional Neural Networks: Effects of Context and Domain Adaptation (Accepted at Multimedia Tools and Applications, 2018) - https://rdcu.be/3eZh* Smarter Subway Stations in Istanbul - Passanger Tracking and Counting with surveillance cameras -details can be provided in detail if required* A Deep Learning Based Approach for Classification of CerbB2 Tumor Cells in Breast Cancer -published in 25th Signal Processing and Communications Applications Conference (SIU), 2017

*Exhaustive research on Generative Adversarial Networks (GANs) including -Generative Adversarial Networks (arxiv.org/abs/1406.2661) -Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks (arxiv.org/abs/1703.10593) -CyCADA: Cycle-Consistent Adversarial Domain Adaptation (arxiv.org/abs/1711.03213) -Unsupervised Image-to-Image Translation Networks (arxiv.org/abs/1703.00848)

* Creating an ONVIF (Open Network Video InterfaceForum) Device Manager in Java

* Creating secure cloud compute node as a Linux image for AMAZON EC2 environment* Creating a base system for surveillance cameras by using VLC player, NGINX and MySQL