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Identity Matrix

What if your “online presence” didn't stop when you closed your laptop? Identity Matrix is a real-time multiplayer simulation where your avatar transforms into a stateful agent. When you log off, your AI keeps running: it remembers how you talk, what you care about, who you avoid, and who you keep coming back to.

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Project Horizon

Have you ever watched Messi and wondered what the game looks like from his point of view? In sports, a player's identity is shaped not only by their actions, but by how they perceive the game: positioning, timing, awareness, and decision-making. Reconstructing a first-person POV from third-person footage using novel machine learning techniques, we let viewers momentarily inhabit another identity.

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Shop-A-Sketch

Traditional e-commerce search relies heavily on text. Yet, human thought is often visual, intuitive, and difficult to articulate in words. Shop-A-Sketch lets users draw what they want to buy, then uses AI to interpret their sketch and search real products via Google Shopping APIs. Results show prices, ratings, and store links, and users can filter by price to refine their search. Users may then click directly into the item to purchase from the merchant.

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Testimonials

“At UofTHacks 13, Daniel and I built an analytics native design platform called Tides, powered by agents that orchestrate an end-to-end product design workflow, from issue and opportunity identification to design execution. We had lots of fun figuring out how to map the abundant analytics that Amplitude provides to product insights that can iteratively improve designs. The Amplitude workshop was great and everyone from the sponsors to the organizers to the hackers were always down to help. For hackers going to UoftHacks 14, don't shy away from being creative and take advantage of the amazing sponsors there!”

Larris Xie
Larris Xie

— Computer Science, University of Waterloo

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