About

Ilsoo Seong is a highly skilled Senior Machine Learning Engineer with over 10 years of experience in data analysis and simulation in particle physics. He has a strong background in math and statistics, and is an accomplished Computer Vision Engineer. Ilsoo is currently working at Betterview, where he is responsible for developing and implementing machine learning algorithms to improve the company's products and services. Ilsoo's expertise in machine learning, statistics, predictive modeling, Python/C++, and detail-oriented projects makes him an asset to any organization. He has a proven track record of success, having accomplished a 40% improvement in energy reconstruction using regression CNN, and published several analysis achievements using machine learning algorithms in the top peer-reviewed journals. Prior to joining Betterview, Ilsoo worked as a Computer Vision Engineer at Orbital Insight, where he developed and implemented computer vision algorithms to analyze satellite imagery. He also worked as an Artificial Intelligence Fellow at Insight Data Science, where he built a pipeline that comprises 2 phases which are semantic segmentation to extract an object from images and 3D object reconstruction. Ilsoo also improved a 3D-R2N2 model that reconstructs 2D images into 3D by implementing Squeeze-and- Excitation (SE) blocks. Ilsoo holds a Doctor of Philosophy (Ph.D.) in Particle Physics from the University of Hawaii at Manoa, a Master's degree in Particle Physics from Seoul National University, and a Bachelor's Degree in Astronomy and Physics from Kyung Hee University. He is highly proficient in ML, Computer Vision, CNN, Python, and has experience in handling terabyte-data. Overall, Ilsoo Seong is a highly skilled and accomplished Senior Machine Learning Engineer with a proven track record of success in developing and implementing machine learning algorithms. He is detail-oriented, highly skilled in data analysis and simulation, and has a strong background in math and statistics. Ilsoo is an asset to any organization looking to improve their products and services through the use of machine learning algorithms.