• I am a doctoral student at Harvard University working at Material Processes and Systems Group and Edge Computing Lab.

    My research focuses on personalized, closed-loop systems for inferring human cognitive and affective states and delivering adaptive control of multisensory stimuli and indoor environmental quality (IEQ) to support cognitive function and mental well-being.

    I work across multimodal machine learning, embedded system design for autonomous closed-loop control, and generative models for adaptive sensory stimuli. I am interested in how this research translates into human factors, well-being, and embedded intelligence.

    I received my MS from the Massachusetts Institute of Technology and my Bachelor in Architecture, graduating with High Honors with Distinction from the Architectural Association in London.

  • Outside research, I like to marinate in the shop space, making things.

    i design and build devices, gadgets, and objects.

    when i’m not doing that, i’m building machines and making furniture.

    making things by hand keeps my research grounded in physical constraints and human experience.

  • instagram: @outerprobe

    youtube:@outerprobe

    contact me

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