nakjun / darknet

Windows and Linux version of Darknet Yolo v3 & v2 Neural Networks for object detection (Tensor Cores are used)

👋 Hello, I'm Nak-Jun Sung

I'm a software engineer with a passion for developing AI, Graphics, Simulation... I recently completed my Ph.D. in Software Convergence, specializing in computer graphics, and starting in September 2024, I will be joining GMCOM as the AX Team Leader.

🎓 Education

• Ph.D. in Software Convergence (Computer Graphics), Soonchunhyang University, Mar 2018 – Aug 2024
• M.S. in Computer Science (Computer Graphics), Soonchunhyang University, Sep 2016 – Feb 2018
• B.S. in Computer Software Engineering, Soonchunhyang University, Mar 2012 – Aug 2016

💼 Career

• AX Team Leader, GMCOM, Starting Sep 2024
• Part-Time Lecturer, Soonchunhyang University, Mar 2024 – Jun 2024
• Engine Team Leader (Algorithm Development), TenEleven, Mar 2022 – Nov 2023
• Graphics Team Lead Engineer (Unity Development), Hutom, May 2020 – Feb 2022
• Part-Time Lecturer, Soonchunhyang University, Mar 2019 – Jun 2019
• CEO, ALL4ONE, Jul 2018 – Mar 2019

🔑 Core Competencies

• Expertise in commercial software development using languages such as C++, C#, Python, and more.
• Extensive research in areas including physical simulation, digital twin, and parallel processing.
• Proven leadership experience with hands-on involvement in both new development and legacy system improvement.

🌱 Interest Fields

• Generative AI
  Actively exploring AI technologies such as text-to-text and text-to-image generation. Currently working on side projects in generative AI, experimenting with models like LLM(GPT, Claude, Llama3.1, etc), Image Gen(Stable Diffusion, Midjourney, Flux, etc), and other cutting-edge architectures.

• Graphics and Simulation
  Continued interest in Position-Based Dynamics (PBD) and Mass-Spring Systems (MSS) for physics simulation. Recently delving into newer techniques such as Vertex Block Descent and keeping a close eye on advancements in WebGPU for high-performance web-based graphics.