Sung Jun Yoon

ML Personalization & Recommender Systems | Large-Scale ML Platforms | Experimentation & LLM Integration

Role
Manager of Machine Learning at The Walt Disney Company
Location
Portland, OR, US
LinkedIn followers
500 followers
Information TechnologyView LinkedIn profile

About Sung Jun Yoon

I focus on large-scale personalization systems, recommender architectures, and experimentation frameworks in high-traffic consumer platforms- Recently exploring how LLMs integrate with ranking, retrieval, and real-time ML systems.

Experience

  1. Manager of Machine Learning

    The Walt Disney Company

    Jul 2024 — Present · Portland, OR, US

    Leading a group of software engineers, ML Engineers, and research scientists to deliver best personalized streaming app experiences for Hulu/Disney+/ESPN guests- Building next-generation real-time personalized recommendation systems for millions of users on major video streaming platforms.

Education

  • University of Pittsburgh

    Master of Science (MS), Electrical and Electronics Engineering

    2006 — 2008

  • University of Maryland

    Doctor of Philosophy (Ph.D.), Electrical and Electronics Engineering

    2008 — 2014

Skills

  • Diffraction
  • Characterization
  • Spectroscopy
  • Simulations
  • Semiconductors
  • Interferometry
  • Vacuum
  • Matlab
  • C++
  • Mathematica
  • Optics
  • Photolithography
  • Labview
  • Laser
  • Nanotechnology
  • Python
  • Latex
  • Machining
  • Plasma Physics
  • Numerical Analysis
  • Mathematical Modeling
  • Vacuum Chambers
  • Optical Physics
  • Laser Physics

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Sung Jun Yoon — Manager of Machine Learning at The Walt Disney Company in Portland, OR, US | Unifers