Projects

Inter-Layer Augmentation for Image Classification

Project for CS 6670 - Computer Vision
Ithaca, NY | Sep 2023 - Dec 2023

• Developed inter-layer augmentation techniques to enhance image classification and reduce overfitting in CNNs and Vision Transformers. Co-authored a paper on the findings.
• Implemented GridDropout and ChannelDropout to augment intermediate layers, improving regularization without sacrificing critical information. Conducted experiments on CIFAR10 and CIFAR100 datasets.

TrivAI

Project of Cornell Data Science
Ithaca, NY | Feb 2023 - May 2023

• Designed and developed a mobile application using React, allowing users to generate contextually accurate questions based on provided paragraphs or topics.
• Engineered the backend infrastructure, integrated the GPT-3.5-Turbo API, and created error-handling mechanisms for malformed responses.

MathSearch

Project of Cornell Data Science
Ithaca, NY | Sep 2022 - Dec 2022

• Developed a program for searching math formulae in LaTeX within PDF files, integrated into a website for user interaction.
• Utilized Yolov5 to locate formulae and applied VGG final-layer representation to compare the similarity between located formulae and user inputs (converted from LaTeX).

Tracing Honorifics in Tibetan: How Their Use and Obligatoriness

Project for LING 4404 - Language Typology
Ithaca, NY | Feb 2024 - May 2024

• Analyzed the evolution of honorifics in Tibetan from Old Literary Tibetan to Modern Colloquial Tibetan, focusing on linguistic shifts due to socio-political changes.
• Examined the strategies behind honorific usage across different periods, exploring how these reflect social hierarchies in Tibetan culture.