Projects
Design and develop a scripting interface for mentors to translate their high level understanding of students’ ineffective research and learning strategies into machine detectable conditions
Conduct user studies and analyze quantitative and qualitative results to help with prototype iteration
Wrote a grant proposal and awarded funding for research through the Undergraduate Research Grant program
Compiled results and findings in the form of a 6-page research paper
Incorporated a Convolutional Neural Network to correct blurring as a result of motion during brain MRI acquisition
Implemented a modification to the U-Net architecture
Adopted FreeSurfer software to perform transformations on brain MRI and simulate blurring using real motion file
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Implemented multi-head self-attention layers to perform on-line handwriting recognition
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Customized 2nd order Path Signature Feature Extraction for model input
TreeHealth Mobile App
Built a React Native mobile app that allows tree researchers to observe data collected by sensors (Sap Flow, Dendrometer, Environmental data) on registered trees
Utilized a charting library to display data from multiple sources with a unified scale so that users can see how different factors interact
LifeCapsule Mobile App
Constructed a React Native mobile app for journaling that requires minimal user input
Adapted a charting library to display trends and statistics about user’s week
Squady IOS App
- Currently working on a mobile app that allows users to create or join activities and events nearby
CHISRO Forum
Co-founder
- Collaborated with an Israeli robotics team to build CHISRO, a website to share STEM ideas, especially for robotics
- Grew platform to 500 users across 4 countries
Research on Stress Monitoring
Independent Research
- Researched how positive psychology can improve stress tolerance with Professor Lorie Loeb from Dartmouth College
- Collected galvanic skin response data using wearable device Pip to reflect stress level
Quadrotor Design
Builder & Programmer
Designed and built a quadrotor for autonomous flight
- Implemented code for IMU, joystick control, PID control, and Vive sensor integration
Leg Lifter Project
Designer & Builder
Designed a solution to help a patient who has limited mobility in her right leg as a result of a level 2 lumbar spinal cord injury so that she can lift her leg while transferring from one place to another
- Prototyped the Power Stand Leg Lifter that is able to elevate one’s leg by means of an electric motor which is able to raise the foot and leg 12 inches vertically
