Dongchan Kim
Senior Staff Scientist @ NAVER U.Hub | MS in Computer Science, Data Science Orientation
- Role
- Senior Staff Applied Scientist at NAVER U.Hub
- Location
- Bellevue, WA, US
- LinkedIn followers
- 500 followers
About Dongchan Kim
Senior Staff Scientist at NAVER U.Hub; 13+ years designing, deploying, and scaling large-scale search & recommendation systems, LLMs, and multi-modal AI — with production impact at Amazon Alexa and Microsoft Cortana.Repeated 0-to-1 team builder - twice the second hire - leading strategy, hiring, and delivery; shipped real-time inference and intelligent decision systems, personalized user modeling, and end-to-end MLOps/high-throughput data pipelines.Deep expertise in NLP and computer vision, representation learning, transformers, transfer learning, model distillation, ensemble methods, and scalable ML infrastructure; CS foundation (MS Georgia Tech, BS UW-Madison); focused on robust, measurable, user-centric AI.
Experience
Senior Staff Applied Scientist
Oct 2024 — Present · Bellevue, WA, US
AD Foundation- Leading a team of 20+ AI scientists and engineers in designing and deploying advanced AI-driven digital advertising solutions- Architected a foundational AI framework leveraging large-scale Language Models (LLMs) and Vision-Language Models (VLMs) to generate deep, contextual representations of core digital advertising entities (users, ads, and inventory)- Directly integrating these deep representations into production ad technology applications, including advanced targeting, predictive modeling, and personalization systems- Driving measurable improvements in advertising effectiveness through innovative machine learning techniques, enhancing precision and efficiency at scale.
Education
Georgia Institute of Technology
Master of Science (MS), Computer Science
University of Wisconsin-Madison
Bachelor of Science (BS), Computer Science
University of Wisconsin-Madison
No degree, Computer Science
Kookmin University
No degree, Electrical and Electronics Engineering
Skills
- Sql
- Linux
- Software Development
- Python
- Computer Science
- C
- Programming
- Xml
- Java
- Software Engineering
- Networking
- Cloud Computing
- Unix
- C++
- Perl
- Algorithms
- Html
- Php
- Operating Systems
- Mysql
- Distributed Systems
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