I have experience in a wide range of classical machine learning and more recent deep learning algorithms and have developed machine learning solutions to problems in multiple domains.
My experience primarily comprises developing models for time series predictions and anomaly detection based on signal processing and machine/deep learning algorithms.
Biomedicine, finance and transportation are the major domains I have worked during my academic and professional career.
I have also worked as a freelance developer with local startups in computer vision and financial domains and have developed production-ready deep learning models. Since august 2017, I am working as a data scientist developing data-driven solutions for our clients including include KT, ETRI, Seoul Metropolitan Govt. amongst others.