Portfolio
Data Analysis for Multi-Hazard Risk Science with NASA JPL
This project aims to define space weather as a hazard and develop a framework to understand its interaction with terrestrial weather in multi-hazard scenarios, particularly its impact on power grids. Solar activity can cause geomagnetic disturbances that induce strong currents (GICs), damaging critical infrastructure. A key example is the 1989 Hydro-Quebec blackout, where a solar storm and winter weather led to a massive power outage, disrupting transportation and communications and costing $2B in damages.
Emocean World
This app makes mental health care more engaging by turning anxiety relief into a fun and interactive experience. Inspired by friends facing mental health challenges and seeing my nephew and niece lose interest in school lessons on the topic, I wanted to create something simple, playful, and supportive to help people of all ages care for their mental well-being with joy and ease. Available now on the App Store and Google Play.
Predicting Survivability of Cancer Patients
Predicting survival time for breast cancer patients using clinical and genomic data with a multi-head attention transformer architecture. Helps doctors make informed decisions and supports patients in planning personalized treatments.
SoccerFlow AI Soccer Tactical Analysis
Affordable player tracking and tactical analysis using computer vision with no expensive sensors needed. Visualize formations, key stats, and enhance team communication. This research-driven tool was inspired by my desire to help my soccer team train smarter with scientifically backed methods sparking my passion for machine learning through real game impact.