Designing/building products with novel technology to serve orthopedic patients, space debris mitigation, and more.

”Dense Video Object Segmentation and Captioning using Masked Attention”∗ Developed Streamlit app to craft custom datasets for fine-grained video captioning, enhancing the granularityand context-specificity of video descriptions.∗ Leveraged Python, OpenCV, and PyTroch for video processing and annotation, displaying object segmentationmasks for user captioning∗ Integrated and fine-tuned the BLIP-2 model from Hugging Face on the newly created dataset, enhancing themodel’s ability to generate detailed and contextually relevant captions.

- Novel Robotic Arm for Cancer-Cell Slicing and Isolation (Solidworks & ROS) - Real-time Fatigue Obviation Device using Motion Dynamics & Machine Learning (Swift & Python)

1 of 16 awarded a full merit scholarship to explore Japanese culture & U.S. - Japan relations in Japan. Toured Tokyo, Nara, and Kyoto; took language and culture classes; shared ideas with Japanese tech executives; and engaged with foreign officers & students.

Club dedicated to experientially teaching young learner’s basic engineering and programming concepts while raising money for the education of underprivileged children

Developed Real-time Athletic Training Device using Motion Dynamics and Machine Learning. Proof of concept: calculating performance of a shot based on player data and outputting feedback accordingly

Worked with team to ideate and build The Smart Shoulder Sleeve: a way for post procedural shoulder patients and their doctors/therapists to monitor and analyze important data of the patient’s shoulder in between appointments using an array of sensors and a versatile app.