Projects

♡ Developed a Streamlit-based chatbot integrated with AWS Bedrock and a curated knowledge base to automate answers to 80% of math placement questions for 5,500+ incoming Cal Poly SLO students, reducing 750+ annual emails and calls, and winning Third Place at the 2025 CSU AI Summer Camp Hackathon ♡ Architected secure email-based sign-in and session management using mock student data, built context-aware logic for course recommendations and MAPE exam eligibility, and enforced separation of concerns to streamline collaboration and maintainability ♡ Designed a polished, responsible Streamlit UI with custom styling and citation display, leveraging Python, Boto3, AWS CLI v2, AWS Bedrock, and Dotenv

♡ Engineered a Python pipeline to ingest and clean ~5,040 daily closing prices for Google (GOOGL) and Meta (META) from 2012–2022–interpolating 100% of missing values and slashing manual preprocessing time by 75% ♡ Applied rolling Pearson correlation alongside Engle-Granger cointegration tests and computed spread statistics to reveal strong short-term co-movement without a long-run equilibrium ♡ Demonstrated that high correlation does not equate to cointegration–invalidating mean-reversion signals for pairs trading–and delivered risk-aware strategy guidance, noting limitations

♡ Programmed a video game using C# and Unity to promote the idea of sustainable farming ♡ Produced ingredients on the farm and built the order in the half kitchen and half window scene in a specific amount of time for three days ♡ Obtained tokens if the order is successfully served, and the user wins if a certain number of tokens is reached

♡ Crafted an award-winning game in 24 hours at the hackathon, FullyHacks 2025, with 250+ participants, winning Best Game Project ♡ Implemented a restaurant tycoon video game utilizing C# and Unity, where a group of animals have been stranded in space for a period of time ♡ Served the animals ice cream, and if they are satisfied, they will go home with the cafe owner back to Earth

♡ Contribute to the Association for Computing Machinery CSUF’s website, the largest open-source project for the chapter club, by fixing issues listed on GitHub and creating pull requests ♡ Redesign a page that showcases portfolios and added Fall 2025 board members utilizing Figma, JSON, and SvelteKit

♡ Implemented a custom doubly linked list class and a wrapper class, an adapter, in C++ that enables user code to interact directly with a simulation of a bookstore ♡ Maintained a list of books, sells books to a customer, and allows the user to add new books and view a list of all books in the inventory

♡ Built a final Object-Oriented Programming course project, a web-based application utilizing C++, that empowers individuals to track, manage, and minimize their food waste

♡ Utilized JavaScript to implement a web-based application that prompts the user with a few questions and then devises custom recommendations for their summer activities ♡ Personalized users’ interests to present a concrete, comprehensive list of activities to do in the summer