FinFocast
Fintech Solution for Colombo Stock Market
fullstack
Overview
FinForecast is an AI-powered stock market analysis and forecasting platform designed to help investors make smarter decisions through predictive models, report analysis, and automated investment insights. It provides personalized recommendations, stock comparisons, and financial predictions based on advanced machine learning models.
Problem & Goal
Problem:
Most investors struggle with analyzing financial reports, predicting stock performance, and comparing companies. Existing tools lack personalized insights and depend heavily on manual research. This results in uninformed decisions, high risk, and inefficient investment strategies.
Goal:
The goal of FinForecast is to simplify investment decision-making by providing AI-driven forecasts, company comparisons, automated analysis, and personalized investment advice. It aims to empower new and experienced investors with accurate predictions and actionable insights.
Objectives
- Provide AI-based stock price predictions.
- Predict company revenue using machine learning.
- Deliver personalized investment advice based on user portfolios.
- Enable company-to-company comparison with financial insights.
- Offer an AI chatbot for financial report analysis.
- Support integration with stockbroker systems for real-time insights.
Scope
- Stock price prediction using ML models.
- Company revenue forecasting.
- AI chatbot for report analysis.
- Personalized insights based on user-owned stocks.
- Intelligent company comparison.
- Integration with stockbroker platforms.
- Dashboard for viewing forecasts and insights.
Tech Stack
FinForecast uses machine learning models to analyze stock market data, financial reports, and historical trends. The platform processes real-time and historical inputs to produce accurate predictions. The system is supported by a modern frontend UI and an AI-driven backend engine that powers forecasting and intelligent insights.
Screenshots & UI
