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Stock Assist – AI-Powered Financial Analysis Platform

Open-sourced, production-ready SaaS platform that served 46 active users with AI-powered stock analysis, real-time market data, and comprehensive financial research tools with sophisticated AI tool orchestration.

Vibhek Soni cybersecurity engineer Stock Assist – AI-Powered Financial Analysis Platform detailed project showcase featuring backend
The Vision

I wanted to democratize financial analysis - making Wall Street's secret tools available to everyone, not just rich investors.

The Story

Stock Assist was my attempt to help regular people understand the confusing world of stocks. It's like having a smart friend who can explain why stock prices go up and down in simple words.

Development Journey
A human-friendly timeline of how this project came to life
Week 1

The Confusion

I realized that most people find stocks confusing. It's like reading a book in a foreign language - you know it's important but can't understand it!

Week 2-3

Research Phase

I studied how professionals analyze stocks. I learned about financial APIs and AI models that could understand market data.

Week 4-6

Building the Brain

I connected Google AI and other smart models to read and explain stock data. Like building a robot teacher that never gets tired of explaining things.

Week 7-8

Real-time Magic

I added WebSockets so the app updates instantly when stock prices change. It's like having a live TV feed but for your investments.

Week 9-10

Making Money Work

I integrated Stripe and OxaPay so people could subscribe and pay for premium features. Like setting up a cash register for my digital store.

Week 11-16

Growing Users

I launched it and 46 people started using it regularly! I made it open-source so other developers could learn from it and make it even better.

Technologies Used
The tools and languages that made this project possible
Python
Flask
Google AI
OpenRouter
MySQL
Redis
Docker
Stripe
OxaPay
Tailwind CSS
WebSockets
PWA
Project Impact

46 active users • Dual payment gateways • Real-time WebSocket updates