Yi Wang

About Yi Wang

Yi is a Data Scientist with STC focusing on designing algorithms and delivering satellite…

Experience

1. Remote Sensing and Imagery Scientist

   Science And Technology Corporation Stc

   Feb 2021 — Present · Washington, DC, US

   Led the development and deployment of MLOps platforms on AWS (SageMaker, Lambda), enabling continuous training of AI models for prediction, image inpainting, and downscaling tasks- Architected and managed an end-to-end cloud-native ETL pipeline in Python on AWS (EC2, S3), ingesting and merging real-time sensor streams and daily web-scraped datasets into a unified, model-ready format- Built containerized data processing solutions with Docker, integrating diverse satellite sensor formats into high-performance batch pipelines with multi-core parallelism and CI/CD automation- Modernized legacy infrastructure, overseeing large-scale cloud migrations via AWS CLI and implementing best practices for cloud cost optimization- Designed and delivered custom algorithms to resolve data anomalies and improve retrieval accuracy, collaborating with interdisciplinary teams to develop ad hoc scientific models for client needs.

Education

• Texas A&M University

  Doctor of Philosophy - PhD, Atmospheric Sciences and Meteorology

  2015 — 2020

• Georgia Institute of Technology

  Master of Science - MS, Computer Science

  2023

• Lanzhou University

  Master of Science - MS, Atmospheric Physics and Environments

  2013 — 2015

• Lanzhou University

  Bachelor of Science - BS (with honor), Meteorology

  2009 — 2013