Samuel Kim
Machine Learning and Signal Processing
- Role
- Machine Learning Engineer at Olli Health
- Location
- Los Angeles, CA, US
- LinkedIn followers
- 500 followers
About Samuel Kim
Machine learning and signal processing algorithms with applications to understanding human conditions, behaviors, and perceptions• Published 50+ peer-reviewed papers with 4,600 + citations (h-index: 18, i10-index: 23)• Extensive hands-on experiences in developing machine learning products on resource-limited devices and in scalable servers• Inspiring leader in managing fast-growing multidisciplinary research teams
Experience
Machine Learning Engineer
Oct 2024 — Present
Education
Yonsei University
M.S, Electrical and Electronic Engineering
2003 — 2005
Yonsei University
B.S, Electrical and Electronic Engineering
1996 — 2003
University of Southern California
Ph.D, Electrical Engineering
2005 — 2010
Skills
- Data Analysis
- C
- Programming
- Optimization
- Digital Signal Processors
- Artificial Intelligence
- Text Mining
- Mathematical Modeling
- R
- Statistics
- Statistical Modeling
- Algorithms
- Simulations
- Digital Image Processing
- Python
- Latex
- Algorithm Design
- Information Retrieval
- Signal Processing
- Speech
- Pattern Recognition
- Electrical Engineering
- Speech Recognition
- Data Mining
- Hadoop
- Digital Signal Processing
- Human Computer Interaction
- Distributed Systems
- Perl
- Embedded Systems
- Big Data
- Information Extraction
- Software Engineering
- Speech Processing
- Computer Science
- Computer Vision
- Natural Language Processing
- Linux
- Audio Processing
- C++
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