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Ashley Wu
Open to opportunitiesTeaching Assistant
Data scientist at Carnegie Mellon University who developed three pipelines for generating and classifying prompts in a machine learning capstone.
United StatesTeaching Assistant at Carnegie Mellon University
About
At Carnegie Mellon University, I developed three flexible, scalable pipelines for my CMU Parsons Corporation Prompt Classification Capstone: synthetic prompt generation, RLHF prompt generation, and malicious prompt classification based on business-specific guidelines.
I shared data-driven insights with technical and non-technical stakeholders through code documentation, a presentation, and a full model report. I also served as the single point of contact between project sponsors, CMU faculty, and team members.
For the clAIrvoyant Anchor Client project, I designed a PostgreSQL ETL pipeline and wrote SQL queries for a Streamlit analysis dashboard. I also helped establish unit testing with pytest.
My research at the University of Florida examined violations of musical expectation and emotion; I recorded and analyzed survey results from approximately 300 students and published the work in the fall 2024 UF Journal of Undergraduate Research.
Experience
Teaching Assistant
Provided statistical and technical support in two semester-long courses, Experimental Design for Behavioral & Social Sciences and Probability Theory and Applied Processes. Maintained high level of information integrity and communication across teaching structures.
StatisticsCommunication SkillsTechnical Support
Assistant Venue Manager
Demonstrated strong commitment to event quality, guest artist interactions, and public relations through focused collaborative efforts across teams. Coordinated on site event and facility services for clients with Front of House and Production staff for 30+ events.
Event ManagementCollaborationCommunication SkillsPublic Relations
School of Music Ambassador
Education
Carnegie Mellon University
Master of Science in Applied Data Science from Carnegie Mellon University, completed in May 2025.
Master of Science in Applied Data Science from Carnegie Mellon University, completed in May 2025.
University of Florida
Bachelor of Music in Combination with an Outside Field from the University of Florida, completed in May 2024.
Bachelor of Music in Combination with an Outside Field from the University of Florida, completed in May 2024.
University of Florida
Bachelor of Science in Psychology with a focus on Behavioral and Cognitive Neuroscience, and a Bachelor of Music in Combination with an Outside Field, both from the University of Florida, completed in May 2024.
Bachelor of Science in Psychology with a focus on Behavioral and Cognitive Neuroscience, and a Bachelor of Music in Combination with an Outside Field, both from the University of Florida, completed in May 2024.