{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/671feae0b291402cba56ad010e88cbc4\" frameborder=\"0\" width=\"1920\" height=\"1440\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1440,"width":1920,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1440,"thumbnail_width":1920,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/671feae0b291402cba56ad010e88cbc4-3ae69be0236b8646.gif","duration":94.101,"title":"Building a Full Stack Equity Valuation Engine","description":"This Loom demonstrates Profitus, a full stack equity research and valuation engine the speaker built because existing tools did not meet their needs. It uses TypeScript and React for the front end and Node with Express on the back, deployed on Google Cloud Run, integrating live market data with an AI valuation pipeline that produces bull, bear, and base cases with reasoning. In a demo on Google, the stock is trading at $3.68, with a base case valuation of $3.23, suggesting it is slightly overvalued. The speaker also discusses an engineering challenge around getting data flows clean enough for the AI algorithm."}