Main Projects
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An Alexa Skill for Wellington's Metlink transport, offering real-time bus and train schedules. Designed with hands-free convenience in mind, it's perfect for busy mornings when checking your phone isn't ideal. The skill supports essential queries like "when is the next bus/train," "when is the last bus/train," and more. With accessibility in focus, it provides a great experience for low-vision users. The project involved performance optimization due to hosting constraints in Alexa's free tier, ensuring quick responses.
Technologies
This was my honours research paper where I developed a novel autoregressive conditional diffusion model to efficiently generate realistic human motion sequences, offering a faster and more scalable alternative to traditional animation and motion capture methods. By integrating an LSTM-based autoregressive component, the model predicts future motion based on past actions, and was optimized for faster training with advanced solvers, achieving strong performance in time-series tasks.
Technologies