Alzheimer’s Disease Detection and Rehabilitation via Natural Language Processing- Employed diverse natural language processing approaches to automatically predict and diagnose cognitive decline associated with Alzheimer’s dementia through spontaneous speech.- Developed a natural communication-based evaluation protocol and used natural language processing to distinguish between people with Alzheimer’s disease and cognitively healthy older adults using contextualized word representations.- Created a vision and language multi-task learning approach to define the potential semantic deficits that occur in people with Alzheimer’s disease.Trustworthy Robot Dialogue Agent to Enhance Social Interaction for Persons Living with Dementia- Engineered a commonsense knowledge-based, self-adaptive dialogue agent to improve social interaction for individuals living with dementia.- Assessed the acceptance and practicality of the developed AI algorithms and robotic interfaces, focusing on their effectiveness in enhancing conversational engagement with dementia patients.Nutritional Status Influence in Alzheimer’s Disease Progression Using Electrical Health Record Data- Developed a transformer-based machine learning architecture utilizing explainable AI to elucidate the impact of modifiable nutritional factors on Alzheimer’s disease progression.- Conducted comprehensive evaluations of longitudinal datasets to understand the influence of nutritional status on Alzheimer’s disease development and progression.Neurofeedback to Improve Working Memory in Mild Cognitive Impairment- Conducted in-depth analysis and extraction of neuromarkers associated with working memory performance using wearable EEG technology.- Developed an innovative noninvasive neurofeedback approach aimed at boosting memory capacity in individuals with Alzheimer’s disease.

- Leveraged transfer learning approaches to investigate the impact of sex differences on the prognosis of mild cognitive impairment.- Employed explainable artificial intelligence methods to explore how perinatal conditions influence the development of dementia.

1. Assisted engineers to design parts and assemblies utilizing SolidWorks to meet client requirements2. Created detailed parts and assembly drawings for manufacturing3. Completed force testing for components to ensure they fit in the project needs4. Created representative models for proposals5. Built machines based on assembly drawings, modified parts, and assemblies as necessary6. Advised engineers of design issues