Gaofeng Peng
About Gaofeng Peng
Gaofeng Peng is a Data Scientist and Machine Learning Engineer with a Master's degree in Business Analytics and Data Science from UC San Diego. He currently works at Vianai Systems, Inc., specializing in scalable large language model applications and advanced learning techniques.
Work at Vianai Systems, Inc.
Gaofeng Peng has been employed at Vianai Systems, Inc. since 2019, serving as a Data Scientist and Machine Learning Engineer. His role involves the development and deployment of scalable large language model applications. He has contributed to various projects that leverage advanced learning techniques, including transfer learning, weakly supervised learning, and few-shot learning. His work supports the company's mission to advance AI solutions.
Education and Expertise
Gaofeng Peng holds a Master of Science in Business Analytics and Data Science from UC San Diego, where he studied from 2018 to 2019. He also earned a Bachelor of Economics from Shanghai University of Finance and Economics, completing his studies from 2014 to 2018. Additionally, he participated in an exchange program at Sapienza Università di Roma, focusing on Economics from 2016 to 2017. His educational background equips him with a strong foundation in data science and analytics.
Previous Work Experience
Prior to his current position, Gaofeng Peng worked as a Data Scientist at ListenFirst for three months in 2019, located in the Greater New York City Area. He also interned as a business analyst at Michael Kors in 2017 for three months in Shanghai City, China. These experiences have contributed to his expertise in data analysis and machine learning.
Technical Skills and Tools
Gaofeng Peng specializes in deploying scalable applications and utilizes various tools for his work. He is proficient in using Airflow, MLflow, and Redis for runtime and queue management. His expertise extends to API design and backend development, employing frameworks such as Flask, FastAPI, and Django. He also manages cloud infrastructure on Google Cloud Platform (GCP) and Oracle Cloud Infrastructure (OCI), incorporating CI/CD integration into his workflows.