Emetix

AI-Powered Multi-Agent Low-Risk Stock Watchlist & Risk Management Platform

AI-Driven ValuationML-PoweredUnderValued Hunter
Our Mission

Emetix helps retail investors quickly identify quality, low-risk investment opportunities through AI-powered analysis. We combine traditional financial metrics with cutting-edge machine learning to provide comprehensive stock valuations and risk assessments.

3-Stage Screening Pipeline
  • • Attention triggers for opportunity detection
  • • 4-Pillar scoring (Value, Quality, Growth, Safety)
  • • Buy/Hold/Watch classification
Multi-Agent AI System
  • • Sentiment analysis from news & social media
  • • Fundamental analysis agent
  • • ML-powered fair value estimation
LSTM-DCF Valuation
  • • Deep learning growth forecasting
  • • Hybrid ML + traditional DCF model
  • • Consensus scoring methodology
Personal Risk Capacity
  • • Customized risk assessment questionnaire
  • • Position sizing recommendations
  • • Stock-to-profile matching
Technology Stack

Frontend

  • Next.js 16
  • React 19
  • Tailwind CSS
  • Recharts

Backend

  • FastAPI
  • Python 3.11+
  • MongoDB
  • LangChain

ML/AI

  • PyTorch
  • LSTM Networks
  • Google Gemini
  • CUDA 11.8

Data Sources

  • Yahoo Finance
  • Alpha Vantage
  • Finnhub
  • NewsAPI
Disclaimer

Emetix is an educational project and does not constitute financial advice. All stock analysis and recommendations are for informational purposes only. Always conduct your own research and consult with a qualified financial advisor before making investment decisions.

© 2026 Emetix - A00303759 Final Year Project

Built with care for retail investors