LY Hackathon with 2026 grads, creating travel app integrating on LINE app! LINE app integration becomes easier with the power of AI. User is able to check their travel itinerary with nextjs frontend.

LY HackU 2025

Looking for a way to detect Lung cancer such as COPD, LRTI, Bronchiectasis, and Pneumonia. With a machine learning techniques, like CNN, RandomForest, and Gradient Boosting, we achieved 90% accuracy. However, evaluation was not very accurate on testing

BioHack 2025: Detecting Lung Cancer from audio input with CNN model

Research experience at AIEA lab with Leilani Gilpin (PI) and Priyesh (PhD). Developed a system to convert natural language into SwiProlog

Undergraduate AI Researcher at AIEA Lab

This discrepancy raised important questions about the effectiveness of the current search algorithms and highlighted the need for a more nuanced approach to assess and improve search relevance. We found that while Cosine similarity provided a quantitative measure of relevance, the qualitative aspect of user satisfaction was not adequately addressed.

X Developer Project | Recreating Twitter search engine and how we failed it

Recently, I had the opportunity to participate in the LLM Law Hackathon, an event that brought together legal minds, tech enthusiasts, and innovators to collaborate on creating solutions at the intersection of law and technology. As a participant, I was not only exposed to cutting-edge tools and technologies but also immersed in a vibrant community of like-minded individuals. Here are some of my key impressions from the event.

LLM Law Hackathon Impressions Exploring New Frontiers in Legal Tech

This project revolves around implementing and understanding the REDCODER model, which is a code generation model. The team aims to evaluate the effectiveness of REDCODER for specific tasks by comparing its performance under different scenarios

ACM (Association for Computing Machinery) Research Lab

Internship experience is a significant contributor to my development of engineering skills. Most of the work required me to use the serverless framework, and each time, there was a self-education aspect that I can leverage later in my career.

Software Engineering Internship at Tsubasa

Sitegeist, our technical solution for giving you more problems! We wanted a way to easily analyze trending topics and issues faced by those around us.

CruzHack 2024 - Sitegeist

Collaborated with Japanese university students to create an AR app with Flutter, sponsored by Toyota. Utilized the Luma API and Google Maps API for 3D models and mapping features.

Electric Sheep Hackathon (Mobility and Big Data)

Medical project to support medical industry with group of University students from California. We had implementation of a visual verification system as a solution. The goal of this approach is to reduce paperwork and streamline processes.

Qiita × Fast DOCTOR Health Tech Hackathon

Recently, I worked on a school project about the cyberwarfare between Russia and Ukraine. I conducted research on what is happening and how much damage has occurred, as well as what types of cyber attacks have been used. For my research, I primarily referenced a cyber report from Microsoft, as well as cybersecurity conferences like DEF CON and BlackHat.