Publications
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Learning Machine Learning with Personal Data Helps Stakeholders Ground Advocacy Arguments in Model MechanicsShows that learning ML with personal data enables stakeholders to ground advocacy arguments in how models actually work.
ML education advocacy personal data -
Attached to "The Algorithm": Making Sense of Algorithmic Precarity on InstagramInvestigates how Instagram creators experience and make sense of algorithmic uncertainty in their livelihoods.
algorithms social media CHI -
Developing Self-Advocacy Skills through Machine Learning Education: The Case of Ad Recommendation on FacebookExplores how ML education using ad recommendation systems builds self-advocacy capacity in learners.
ML education self-advocacy ICWSM
Awards & Honors
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NSF Graduate Research Fellowship (GRFP)
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iSchools International Doctoral Dissertation Award
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Imagining AI Futures That Don't SuckAI innovations that don’t make me feel hopeless, from AI for accessibility to optimizing the energy grid (100% human written)
AI research -
Applied Scientist IIDesigns agentic AI prototypes and technical labs for AWS engineers worldwide. Co-author on the Responsible AI Lens from AWS Well-Architected.
agentic AI RAG responsible AI Amazon Bedrock -
Responsible AI Consultant & AI Literacy WriterDesigned AI literacy training and responsible AI documentation as a Responsible AI SME
AI policy EU AI Act AI literacy -
AI Subject Matter Expert & Product ConsultantAuthored professional development materials on generative AI reaching 2.5M+ educators and 90M+ students. Evaluated LLM accuracy in Python.
generative AI curriculum LLM evaluation -
AWS Well-Architected Responsible AI LensAuthored several best practices of the AWS Well-Architected RAI Lens; establishing architectural blueprints for risk assessment, AI guardrails, and security filtering deployed across hundreds of thousands of customer AI workloads.
agentic AI software engineering responsible AI -
Societal Impacts of Generative AIA lesson on the societal impacts of generative AI, reaching over 90 million students and 2.5 million educators nationwide.
generative AI AI ethics education