Stock price prediction visualization app powered by LSTMs for forecasting and FinBERT for sentiment analysis

NVDA Stock AI Prediction: Full-stack forecasting platform integrating LSTM neural networks with FinBERT sentiment analysis for real-time NVIDIA stock projections. Features a high-performance FastAPI backend and a reactive Vue 3 cyberpunk dashboard with live market telemetry from Yahoo Finance and News API.

Repository contains the code and data for the paper "Enhancing Stock Market Return Predictions from 10-K Filings: Leveraging the Loughran–McDonald Dictionary and Sentiment Analysis with BERT". The project introduces a novel NLP pipeline that integrates sentiment analysis using FinBERT to predict stock market returns from 10-K annual reports.

Python | Pandas | finBERT | LSTM:Explore the relationship between news headline sentiment and stock price using pre-trained transformers

AI-powered Indian stock market analysis and prediction tool using LSTM for price forecasting and FinBERT for news sentiment, featuring real-time data, fundamental analysis, and interactive dashboards.

An AI-powered stock prediction system that analyzes real-time news sentiment and market data to generate Buy/Hold/Sell recommendations. Uses FastAPI backend, FinBERT sentiment analysis, yfinance signals, and a Streamlit dashboard for interactive insights.

Built a Python AI agent for financial data analysis using web scraping, FinBERT sentiment, and technical indicators. Used LSTM for stock forecasting and Random Forest for revenue prediction with visual insights via Matplotlib and Seaborn.

Exploring Investors' Emotions for Financial Sentiment Analysis using FinBERT and Multivariate Time Series Analysis using Temporal Attention LSTM for Stock Price Prediction

Hybrid Deep Learning model integrating FinBERT-based sentiment analysis and LSTM for Reliance stock price prediction with Optuna hyperparameter tuning.

AI-powered Indian stock market analysis and prediction tool using LSTM for price forecasting and FinBERT for news sentiment, featuring real-time data, fundamental analysis, and interactive dashboards.

Stock price prediction using FinBERT for financial sentiment analysis on news data, combined with machine learning models like LSTM for accurate forecasting. Ideal for data scientists working on financial ML projects with Python, yfinance, and transformers