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We’re building a research lab that puts its ideas to the test in one of the most complex, information-rich environments in the world: the financial markets. Much of trading still depends on hand-crafted signals and intuition. We’re approaching it differently - from first principles. We design systems that learn, adapt, and improve with data. Our infrastructure is built to accelerate research: fast iteration loops, real-time feedback, and direct connection between ideas and outcomes. We’re starting with liquid markets like equities and options - high-dimensional, dynamic systems where traditional pipelines break down. Our goal isn’t just to model them better - it’s to build a platform for experimentation, where every result tightens the loop between theory and practice. If you care about learning systems, clean abstractions, and applying research in the wild - we’re hiring.

Powder is an AI tool that helps wealth advisors rapidly create sales proposals that are personalized for each prospective client. Using LLMs, Powder is able to automate a series of manual tasks such as understanding documents and conversations to create mind-blowing analysis that builds immediate trust. Powder has 3 main features to automate sales workflows - 1. Brokerage, tax and estate document parser thats fast and accurate. 2. Meeting notetaker thats able to capture personalized insights. 3. Portfolio analysis tool that optimizes portfolio returns, risk and fees. Our app saves hours of time and creates a pinpoint proposal that lifts a firm's ability to win new business.