About

Wen-Fu (Kevin) Lee is a highly skilled Machine Learning Engineer with a strong background in software engineering, deep learning, computer vision, and image/video processing. He is currently working at Facebook as a Software Engineer, specializing in developing ranking models for Ads/Format Delivery. With over 9 years of relevant experience, Kevin has worked on various projects, including the Facebook Ads Ranking system and Instagram Follow Ranking system, where he improved follow recommendation by 10%. He also has six years of experience in algorithm development for hardware and software for image and video processing. Kevin has a deep understanding of the camera-to-display imaging pipeline, including HDR imaging, local contrast enhancement, spatial and temporal noise reduction, resizing, sharpness enhancement, and color management. He is proficient in programming languages such as C++, Python, SQL, MATLAB, Julia, C, PHP, and Java, and frameworks such as PyTorch, Tensorflow, CUDA, OpenMP, and OpenACC. Kevin holds a Master's degree in Computer Science from the University of Wisconsin Madison, where he studied from 2017 to 2019. He also holds a Master's degree in Communication Engineering and a Bachelor's degree in Electrical Engineering from National Taiwan University. Kevin's technical skills include software engineering, machine learning, SQL, computer vision, deep learning, Tensorflow, PHP, PyTorch, Python, and Java. He is a highly motivated and results-driven individual with a passion for developing innovative solutions. Kevin's expertise in machine learning and computer vision makes him a valuable asset to any organization.