Shaida Abachi, Ph.D.
UX Research Scientist at Meta Reality Labsshaidaabachi@gmail.com
Education
Ph.D., Cognitive Sciences
University of California, Irvine · 2024
M.S., Cognitive Neuroscience
University of California, Irvine · 2022
B.S., Neuroscience
University of California, Riverside · 2017
Research Experience
UX Research Scientist / Human Factors Researcher
Meta Reality Labs · Redmond, WA
- Lead end-to-end quantitative and mixed-methods research to inform AR/VR and wearable device development, spanning early concept exploration through product validation.
- Design large-scale behavioral studies, controlled experiments, and surveys to evaluate perception, comfort, usability, and long-term wearability.
- Translate human data into actionable product guidance, influencing hardware specifications, algorithm tuning, and design tradeoffs in close partnership with engineering, perception science, design, and product teams.
Doctoral Researcher, Cognitive Science
University of California, Irvine
- Conducted independent research on human perception, confidence, and decision-making using behavioral experiments, computational modeling, and neuroimaging.
- Built reproducible analysis pipelines for large-scale behavioral and fMRI datasets.
- Published and presented work on perceptual metacognition and confidence modeling.
- Mentored junior researchers and contributed to lab infrastructure within a newly established faculty lab.
Technical Training Programs
Deep Learning Summer Intensive Program
Neuromatch Academy · 2021
Computational Neuroscience Summer Intensive Program
Neuromatch Academy · 2020
Publications
Abachi, S., Maniscalco, B., Peters, M. A. K. (in prep) Evidence of tuned inhibition in decision making areas as a critical factor in perceptual metacognition.
Abachi, S., Maniscalco, B., Peters, M. A. K. (2022) Simulated voxels from the tuned inhibition model of perceptual metacognition to drive model validation via fMRI. Cognitive Computational Neuroscience.
Presentations & Talks
A Pilot Study of Computationally-Informed fMRI Decoded Neurofeedback for Modulating Metacognitive Neural Signatures
Society for Neuroscience · Poster Presentation · 2025
Olsson, E., Abachi, S., Maniscalco, B., Cushing, C. A., Peters, M. A. K.
Decoding confidence from frontal regions to validate tuned inhibition as a model of perceptual metacognition
Association for the Scientific Study of Consciousness · Concurrent Talk · 2024
Abachi, S., Maniscalco, B., Peters, M. A. K.
Identifying neurocomputational correlates of perceptual confidence in decision-making regions using fMRI in humans
Society for Neuroscience · Poster Presentation · 2022
Abachi, S., Maniscalco, B., Peters, M. A. K.
Simulated voxels from the tuned inhibition model of perceptual metacognition to drive model validation via fMRI
Conference on Cognitive Computational Neuroscience · Poster Presentation · 2022
Abachi, S., Maniscalco, B., Peters, M. A. K.
Evidence of tuned inhibition as the underlying mechanism of perceptual metacognition via fMRI
Association for the Scientific Study of Consciousness · Concurrent Talk · 2022
Abachi, S., Maniscalco, B., Peters, M. A. K.
Tuned inhibition as the underlying mechanism of perceptual metacognition identified within decision making areas
Cognitive Sciences Graduate Student Bonanza, UC Irvine · Intramural Talk · 2022
Abachi, S., Maniscalco, B., Peters, M. A. K.
Neuroimaging evidence for metacognitive computations in perceptual decision-making
The Neurobiology of Reward and Decision-Making Meeting · Invited Talk & Poster Presentation · 2022
Abachi, S., Maniscalco, B., Peters, M. A. K.
Toward evidence of tuned inhibition as the underlying mechanism of perceptual metacognition via fMRI
Neuromatch Conference · Flash Talk · 2021
Abachi, S., Maniscalco, B., Peters, M. A. K.
Brain sensitivity to TREM2-regulated microglial functions is region- and age-dependent
Center for Glial-Neuronal Interactions Symposium, UC Riverside · Poster Presentation · 2017
Abachi, S., Grinberg, Y., Carson, M.
Awards
Associate Dean’s Fellowship Award
University of California, Irvine · 2023
Mentoring Excellence Certificate
University of California, Irvine · 2021
Social Sciences Teaching Assistant Award
University of California, Irvine · 2019
Eugene Cota Robles Fellowship Award
University of California, Riverside · 2018
GradEdge/JumpStart Internship Stipend Award
University of California, Riverside · 2018
Teaching Experience
Teaching Assistant — University of California, Irvine