Streamlined logistics operations by automating 60–70% of decision-making through digital twins, enabling smarter, predictive maintenance. Enhanced situational awareness with 3D mapping and IoT integration, allowing teams to remotely visualize simulations and detect threats from unpredictable weather in real time.

Designed an AI-powered widget that centralized 100% of the documentation process, helping Target Network Data Analysts synthesize data and collaborate seamlessly across platforms. Leveraged LLMs and generative AI to support faster, more informed investigations.

Designed an AI-assisted sustainable shopping app to help young adults break addictive fashion habits and build healthier shopping behaviors. Integrated behavioral economics, data synthesis, generative AI, and system design to encourage mindful, values-driven purchasing decisions.

Digitized 100% of NOAA-issued hurricane season warnings to make critical updates more accessible. Designed a weather app that combines hyper-accurate forecasts with emergency preparedness tools—featuring NOAA-guided checklists, real-time location-based alerts, and an AI-powered chatbot for step-by-step support during severe weather events.