• Gesture Recognition System: Currently, working to build a customized hand gesture recognition system using accelerometer data to generate audible responses, particularly for those who lack fine motor skills. The primary focus is enhancing the custom gesture learning strategy through the implementation of transfer learning and continual learning techniques.• PROMIS: This study aimed to assess the feasibility of employing computerized adaptive testing (CAT) on a tablet computer for administering patient-reported outcome measures in rehabilitation inpatients, while also examining the workload impact on staff and identifying the prevalence of elevated T-scores across six PROMIS measures.• ML Validation in Medicine: Presented an overview of the common limitations of machine learning model validation methods in the field of medicine, followed by solutions aimed at addressing these limitations. Our focus was on enhancing the reliability of machine learning models specifically tailored for medical applications.

• CSCE 5280 AI for Wearables and Healthcare (Fall'22 & 24): Provided guidance to students throughout the entire project process, from brainstorming ideas to final implementation. Additionally, I assisted instructors in creating exam questions and graded student assignments.• CSCE 5218 Deep Learning (Spring'22): Utilized minitorch to prepare assignments and provided assistance to students in completing and understanding them. Additionally, I graded assignments and offered explanations for any topics that students may have missed during class.• CSCE 1030 Computer Science I (Fall'21): Spent three hours instructing a lab class where I helped freshman students solve programming problems utilizing C++. Also, provided assistance to students in completing their projects.• NSF-ReU Summer Research: During a 10-week summer research program, I provided guidance to undergraduate and graduate students, facilitating their research activities and assisting in the implementation of ideas. Additionally, I offered explanations on relevant topics essential for their research endeavors.• Other courses: CSCE 5215 Machine Learning (Spring’22), CSCE 4110 Algorithms (Spring’22).

Contributed to developing different modules of a web application for online vendors.