Katherine Magnuson
AI/ML Engineer at Optum
- Role
- Associate Ai Ml Engineer at Optum
- Location
- Minneapolis, MN, US
- LinkedIn followers
- 500 followers
About Katherine Magnuson
I am a data enthusiast drawn to the intersection of quality, accuracy, and usability for…
Experience
Associate Ai Ml Engineer
Jul 2024 — Present · Eden Prairie, MN, US
Maintained and optimized analytical GenAI text-to-SQL and text-to-Python chatbot API, leveraging Python LangChain and LangGraph frameworks, and integrated with Azure OpenAI services. Deployed Langfuse comprehensive traceability systems for GenAI API, capturing detailed records of prompt engineering processes, AI-generated outputs, runtime metrics, and token usage.Implemented Docker for efficient containerization and managed Snowflake with both horizontal and vertical scaling to support efficient data querying and analytics at scale.Configured MongoDB clusters with Azure integration; enabled vectorized data storage for scalable AI/ML workflows.Developed data pipelines from Cubie to Snowflake using Azure Data Factory, leveraging SQL and Python for transformations, secure views, row-level access, data masking, and data validation.
Education
University of Minnesota
Bachelor's degree
2021 — 2024
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.