Santiago Avalos

Santiago Avalos

Built a stock analysis platform.
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Been running the backend for ATLAS on Render for months and it handles everything without breaking a sweat. ATLAS runs 10,000+ Monte Carlo simulations per stock, processes billions of data points across 4,500+ stocks daily, prices, earnings, volatility, macro indicators, news sentiment, and Render keeps up with all of it. Auto deploys from Git, zero config, basically zero downtime. For a solo...
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Santiago Avalosstarted a discussion

I built a tool that tells you the actual odds of any stock. Here's what it looks like.

I've been building ATLAS for 7 months. The idea is simple: instead of charts and opinions, you get the actual probability of making or losing money on any stock. This is what a simulation looks like: for example Apple, target +5%, 75 days. You can do this for 4,500+ stocks, or get a suggestion of the best stocks with the highest probability for your constraints! The idea is that you can make a...

Santiago Avalosstarted a discussion

Built a stock probability engine in 7 months. Finally ready to share it!!

Hey everyone!! I'm Santiago, developer from Mexico city. A few years ago I started investing and kept losing money, not because I was picking bad stocks, but because I had no idea what the actual odds were. Everyone around me was using charts, RSI, analyst opinions. But none of that told me: "there's a 31% chance this stock hits +20% in 60 days." That number didn't exist anywhere. So after...