Joomyung Matt Song

About Joomyung Matt Song

8+ years of industry experience in machine learning and software engineering.Led the design and development of end-to-end ML, LLM, and Recommendation systems, collaborating with cross-functional teams to achieve significant business impact.Recruited and mentored junior engineers to foster growth and build a high-performing team.Please have a look at my personal projects here.https://github.com/joomyungMachine Learning: LLM, NLP, Recommender System, PyTorch, TensorFlow, Scikit-learn, PyCaret, Prophet, MLOps, MLflow, DVCSoftware Engineering: Python, JavaScript, SQL, PySpark, Airflow, Git, CI/CD, Jenkins, Docker, REST APIs, AWS, Snowflake, Linux

Experience

1. Senior Machine Learning Engineer

   Meta

   May 2025 — Present · Menlo Park, CA, US

   Facebook Search & Marketplace Ads

Education

• University of Southern California

  Master’s Degree, Biomedical/Medical Engineering

• Yonsei University

  Bachelor of Science (B.S.), Mechanical Engineering

• UC Irvine

  Certificate, Data Science

Skills

• 21 Cfr 820
• Database Development
• Web Standards
• Css
• Outcomes Research
• Statistical Data Analysis
• Information Technology
• 21 Cfr Part 11
• Mechanical Engineering
• Research and Development (R&D)
• Data Management
• Sql
• Team Leadership
• Health Policy
• Health Information Systems
• Clinical Data Management
• R
• Iso 13485
• Databases
• Matlab
• Clinical Research
• Computational Modeling
• U.s. Food and Drug Administration (Fda)
• Design of Experiments
• Healthcare Information Technology (Hit)
• Html5
• Ich-Gcp
• Health Economics
• Python
• Regulatory Science
• Mysql
• Project Management
• Javascript
• Html
• Biomedical Engineering