PhD researcher studying human-centered AI, multimodal perception, and emotion recognition through behavioral experiments. Prior Apple R&D experience in ML prototype development and product operations.
Browser-based study of audiovisual emotion recognition and confidence
Remote/browser-based volunteer study for adults examining emotion recognition across audio-only, silent-video, and audiovisual conditions. Participants complete randomized emotion identification and confidence ratings with temporal measurement windows at 25%, 50%, 75%, and 100%.
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VR Therapy Simulation Prototypes
Mental health technology for supplementary therapeutic experiences
Built VR therapy simulation prototypes as part of TherapyOS, a bootstrapped mental-health technology venture. Presented work in startup pitch settings to explore remote supplementary therapeutic experiences.
Designing a remote browser-based study examining emotion recognition across audio-only, silent-video, and audiovisual conditions using RAVDESS stimuli. Study involves randomized emotion identification, confidence ratings, and temporal gates across 48 trials. Planning mixed-effects logistic regression analysis to estimate modality, time, and confidence effects.
Advised senior leadership on AI product strategy and internal ML capability-building. Developed decision materials and training resources on AI/ML technologies for cross-functional teams.
Coordinated R&D prototype development and user-acceptance testing across image segmentation, LiDAR, ARKit, and Core ML initiatives. Ran Agile delivery cycles and managed high-volume data and vendor workflows supporting global ML product development.
Oracle Deck, Abundance from A to Z, Words of Worth
Issued Nov 2024
A handheld way to uplift your confidence and build an abundance mindset! ✨
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Publication
creationTVstation
Issued Apr 2023
Digital Content & Post-Production. Videos of sharing a creative process to encourage others they can be creative too. started from project during @buildspace nights & weekends
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Skills
Research SkillsActive ListeningCreative Problem SolvingStrategic ThinkingComputer VisionMachine LearningArtificial Intelligence (AI)Strategic ConsultingPsychologyHypnotherapyTeachingLeadershipInformation TechnologyProblem SolvingTeam LeadershipCommunication