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Finance

Stocgle

A robust stock analysis tool offering predictive market modeling and real-time portfolio tracking for retail investors.

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The engagement

How we took it from problem to product

Market noise in. Clear signals out.

01

Challenge

Retail investors lacked a clear, real-time way to model markets and track portfolios.

  • Market signals were noisy and hard to act on
  • Portfolio tracking lagged behind the market
  • Tools felt either too simple or too complex
02

Solution

Built predictive modeling and live portfolio tracking into a focused stock analysis product.

  • Predictive market modeling for retail investors
  • Live portfolio tracking
  • A focused product UI without the clutter
03

Outcome

Investors act on clearer signals with a product that ships ambition into usable software.

  • Clearer decision support
  • Live portfolio awareness
  • A finance product people can actually use

Tech stack

Built with

  • React
  • Python
  • Machine Learning
  • WebSockets

Next build

Have a product like this in mind?

Tell us the problem. We’ll map the build — clear timeline, real demos, ship-ready delivery.

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More work

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