About

Ruxue Peng is a Senior Machine Learning Engineer at Playstation with over 6 years of relevant experience. She has a solid background in Statistics, machine learning (including deep learning), and NLP, making her an accomplished researcher. Additionally, she is an engineer who can build awesome apps and APIs using Java, Python, R, SAS (certified), and the cloud. Her team player attitude is coupled with strong interpersonal and communication skills, making her a valuable asset to any team. Ruxue's past experience includes working as a Machine Learning Engineer at CBS Interactive, where she was responsible for designing and developing a video thumbnail auto-generator that uses deep learning algorithms to select the most engaging video segment. She used Tensorflow to perform image tensor calculations and import pre-trained CNN model i3d. Additionally, she was the leading engineer for a data pipeline product that analyzed content at scale, including 50,000+ videos and 100,000+ images. She also worked on a click-tracking data pipeline to track usages of different ML recommendation models. Ruxue's education history includes a Master's Degree in Statistics (Data Science Track) from Columbia University. Her tech stack includes ML, Deep Learning, Kubernetes, CNN, NLP, Docker, GCP, Object detection, Research Scientist, designer, GAN, Object Detection, Python, Java, Redis, Tensorflow, Neural Networks, Software Engineer, Django, and Sentiment Analysis. In summary, Ruxue Peng is a highly skilled and experienced Machine Learning Engineer who has worked on various projects from designing and developing video thumbnail auto-generators to analyzing content at scale. Her background in research coupled with her engineering skills makes her a valuable asset to any team.