Ziwei Zhou

About Ziwei Zhou

Experienced Machine Learning Engineer with 8 years of expertise in data analysis and machinelearning techniques, driving actionable insights and solving complex problems in academic andindustry settings. Proficient in Python, R, SQL, NLP/LLM, and data visualization tools. Familiar withsoftware engineering practices, including version control, CI/CD, and unit testing. Strong backgroundin statistical modeling and predictive analytics. Demonstrated ability to communicate findingseffectively and collaborate with cross-functional teams. Committed to continuous learning andstaying current with industry trends.At TalkingPoints, my proficiency in NLP and data analysis fuels the development of machine learning models that enhance educational communication. With a foundation in Applied Linguistics and Statistics, I facilitate transformative insights from large-volume data, contributing to the organization\'s mission to bridge educational gaps through cutting-edge technology. My role involves building a robust data streaming infrastructure and real-time analytics, integrating AWS and Snowflake with Streamlit for impactful data visualization. The value of meticulous research methodologies, honed during my tenure at Edmentum, is evident in the data-driven solutions I now architect, ensuring our team\'s innovations meaningfully advance educational outcomes.

Experience

1. Senior Software Engineer, Machine Learning

   Meta

   Oct 2024 — Present · Sunnyvale, CA, US

Education

• Iowa State University

  Master of Science - MS, Statistics

• University of Pennsylvania

  Master of Arts - MA, Teaching English as a Second or Foreign Language/ESL Language Instructor

  2011 — 2013

• Iowa State University

  Doctor of Philosophy - PhD, Applied Linguistics