Özden Özel

@zdenzel

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AI Engineer specializing in deep learning and computer vision.

Turkey

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What I'm looking for

I seek a dynamic environment that fosters innovation and collaboration, focusing on AI advancements.

As an AI Engineer and Researcher at Horiar Media & Technology, I have developed innovative deep learning models for various applications, including background removal and image generation. My work involves utilizing advanced techniques such as low-rank adaptation and diffusion-based models to create high-quality outputs for text-to-image and video generation.

In addition to my engineering role, I have engaged in research projects that explore biologically plausible neural networks and real-time audio denoising using cutting-edge architectures like the Swin Transformer. My academic background in Electrical Electronics Engineering from Middle East Technical University has equipped me with a strong foundation in machine learning, computer vision, and neuroscience, enabling me to contribute effectively to interdisciplinary projects.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer & Researcher

Current

Horiar Media & Technology

Sep 2024 - Present (11 months)

Developed a deep learning model for background removal using bilateral reference for high-resolution dichotomous image segmentation. Designed diffusion-based models for text-to-image, text-to-video, image-to-image, and image-to-video generation using VAEs, ControlNets, and NeRF for 3D scene synthesis.

ControlNet Deep Learning Segmentation Diffusion Models ControlNets NeRFs LoRA Training

Internship

Horiar Media & Technology

Aug 2024 - Sep 2024 (1 month)

Developed and customized generative AI workflows using ComfyUI, integrating diffusion models for image synthesis and prompt-controlled generation.

Generative AI ComfyUI Diffusion Models Prompt Engineering

Internship

Neuroscience and Neurotechnology Center of Excellence

Jul 2024 - Aug 2024 (1 month)

Modeled brain effective connectivity using Dynamic Causal Modeling (DCM) on fMRI data to investigate cognitive network dynamics. Employed SPM toolbox in MATLAB for statistical inference on functional imaging data.

Dynamic Causal Modeling FMRI Matlab

Education

Degrees, certifications, and relevant coursework

Middle East Technical University

Bachelor, Electrical Electronics Engineering

Studied Electrical Electronics Engineering at Middle East Technical University. Focused on core principles of electrical and electronics engineering, gaining foundational knowledge in the field.