Seong Hoon Seo

Product Engineer

Seoul, South Korea6 yrs 1 mo experience
AI EnabledAI ML Practitioner

Key Highlights

  • Ph.D. candidate specializing in computer architecture for deep learning.
  • Researching efficient on-device LLM inference techniques.
  • Internship experience focused on AI model efficiency.
Stackforce AI infers this person is a specialist in AI and computer architecture for deep learning applications.

Contact

Skills

Core Skills

On-device Ai

Other Skills

AI Model EfficiencyQuantizationComputer ArchitectureLarge Language Models (LLM)PyTorchLinuxPythonC++Field-Programmable Gate Arrays (FPGA)VerilogChisel

About

I am a Ph.D. candidate in the Department of Computer Science and Engineering at Seoul National University. I am a member of the Architecture and Code Optimization (ARC) Lab, advised by Professor Jae W. Lee. I am interested in computer architecture and systems for deep learning. My current research focuses on hardware and software techniques for efficient on-device LLM inference, spanning heterogeneous computing, processing-in-memory, and quantization.

Experience

Qualcomm

Engineering/Research Intern

Feb 2026Present · 2 mos · Seoul, South Korea · On-site

  • AI Model Efficiency (Quantization)
AI Model EfficiencyQuantizationOn-device AI

Seoul national university

Graduate Student

Mar 2020Present · 6 yrs 1 mo · Seoul, South Korea

Education

Seoul National University

Doctor of Philosophy - PhD — Computer Science and Engineering

Mar 2020Aug 2026

Seoul National University

Bachelor of Science in Computer Science and Engineering — Bachelor of Arts in Economics

Mar 2015Feb 2020

Daewon Foreign Language High School

English & Spanish

Mar 2012Feb 2015

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