Junior at Purdue University (2022 ~ 2026)
Majors: Computer Science, Data Science, Applied Statistics
I am currently a junior at Purdue University, majoring in Computer Science, Data Science, and Applied Statistics. I am passionate about Data Science,
AI, and Machine Learning. I love applying my skills to tackle real-world problems and learning new topics in the field of computer science. Outside of school,
I enjoy practicing kendo, playing guitar, cooking, or reading.
Developed a full-stack LLM chatbot used by employees to aid in financial planning and efficient information retrieval
Tested time series algorithms to forecast over 300,000 SKUs and improve model test pipelines
Work with faculty to facilitate lab sessions, teach curriculum, and hold office hours for over 100+ students
Teach the fundamentals of Object-Oriented Programming, Dynamic/Recursive Data Structures, and Graph Theory
Designed an NLP model in Python using LDA and BERT to extract data from 500+ webscraped research papers; input documents in a searchable database to enable easier data access by the Merck research team
Developed fuzzy matching algorithms with Python to consolidate 700,000 disjointed customer accounts into one master account per customer
Projects
LearnerLink AI
April 2024
Designed a Machine Reading Comprehension (MRC) system and fine-tuned Google's mT5 model, linking topics from
End of Chapter Questions to relevant sections of the text and enhancing study strategies.
Competed against 60+ hackers and won Datafest, receiving awards for “Best in Show” and “Best Use of Outside Data”
Diabetic Retinopathy Image Classifier
July 2024 ~ September 2024
Utilized Convolutional Neural Networks (CNN) using Python for multi-class categorization of diabetic retinopathy severity
Performed image augmentation using various techniques on 90GB of image data, blending left and right eye images and tuning
model parameters to achieve 81% accuracy
Research Paper Recommendation System
August 2024 ~ September 2024
Developed a full-stack content-based recommendation system by web-scraping over 5,000+ research and conference papers
Performed hyperparameter tuning, preprocessing, and vectorization techniques to list similar papers and increase recommendation accuracy
Online Clothing Marketplace
September 2022 ~ December 2022
Designed and created an online clothing marketplace for sellers and customers in Java
Implemented client/server connection, concurrency, GUIs, and access control to the application