How can AI systems support people without replacing their agency?
From shopping agents to companions and workplace chatbots, I study AI as a partner whose behavior shapes what people notice, trust, and decide.
I am an HCI researcher studying how people understand, adapt to, and shape AI-driven systems across accessibility, education, healthcare, and everyday decision-making.
My work combines human-centered design, qualitative inquiry, and AI prototyping to build systems that are not only automated, but understandable, adaptable, and responsive to people's lived contexts.
A few threads running through the work.
From shopping agents to companions and workplace chatbots, I study AI as a partner whose behavior shapes what people notice, trust, and decide.
Accessibility work requires more than compliance. It asks how tools travel across classrooms, cultures, bodies, and everyday constraints.
Automated systems enter institutions, sports, health, and work. Their effects unfold through stakeholders, norms, and negotiations.
In classrooms, code, and reading, I look for designs that deepen interpretation rather than simply speeding up answers.
How persona design changes cognition and social engagement around AI shopping agents.
MediBridge line of work: a social and healthcare-centered study on adaptation, uncertainty, and care journeys.
Designing conversational access to competing arguments under selective exposure.
Inclusive classroom communication through real-time sharing and lightweight emotional cues.
How self-reference changes review experiences and user interpretation.
A site can be a CV, but it can also be a place where questions, fragments, field notes, and small rituals accumulate.
Reading notes, design questions, conference afterthoughts, and half-formed ideas.
lifeCurated fragments of the things that shape how I pay attention.
aboutHow I came to HCI, how I collaborate, and what I am learning outside research.