Volkan Dogan

Volkan Dogan

Sr. Computer Vision Engineer

Biography

Volkan is a goal-oriented Computer Vision Engineer with 7+ years of experience. Proficient in image processing and deep learning in real-time embedded systems. Developed, deployed and maintained deep learning models in different types of products.

Interests
  • Computer Vision
  • Deep Learning
Education
  • MSc in Cognitive Science, 2023

    Middle East Technical University

  • BSc in Electrical - Electronics Engineer, 2017

    Middle East Technical University

Skills

Technical
Python

Proficient in Python programming, with experience in web development, data analysis, and machine learning applications.

C++

Experienced in C++ development, with a focus on high-performance computing, system programming, and software engineering principles.

Matlab

Skilled in using Matlab for numerical computing, algorithm development, data visualization, and mathematical modeling.

PyTorch/Tensorflow/Keras

Deep understanding of deep learning frameworks like PyTorch, Tensorflow, and Keras for building and training neural networks.

OpenCV/Numpy

Experienced in image processing and numerical operations using OpenCV and Numpy libraries in Python.

TensorRT/TVM

Knowledgeable in optimizing deep learning models for production using TensorRT and TVM for efficient inference on various hardware.

GStreamer

Proficient in using GStreamer for building media-handling components and pipelines for streaming applications.

Optical Design/Camera Calibration

Experienced in optical system design, lens selection, and camera calibration techniques for computer vision applications.

Blender

Skilled in using Blender for 3D modeling, animation, rendering, and visual effects in multimedia projects.

Others
Nvidia Jetson

Skilled in deploying AI and machine learning projects on Nvidia Jetson platforms for edge computing applications.

Rockchip

Experienced in implementing and optimizing AI and machine learning solutions on Rockchip platforms for embedded and IoT applications.

Xilinx FPGA (Vivado SDK/RTL/HLS)

Proficient in FPGA design and development using Xilinx tools, including Vivado SDK, RTL, and High-Level Synthesis (HLS).

V7 Darwin

Experienced in utilizing V7 Darwin for AI-powered image annotation, data management, and model training.

Linux

Extensive experience with Linux operating systems, including system administration, shell scripting, and kernel customization.

Git/SVN

Experienced in version control systems, particularly Git and SVN, for effective team collaboration and code management.

Jira/Confluence/Office Programs

Skilled in project management and documentation using tools like Jira and Confluence, along with proficiency in Microsoft Office and similar programs.

Hobbies
Cycling
Swimming
Gym