API and training files for StockSense android application

The purpose of this project is to predict stock prices using historical data and financial indicators with LSTM networks. It involves data extraction, cleaning, model training, and an interactive app for predictions. This tool aids financial analysts, portfolio managers, and investors in making informed decisions.

S&P 500 stock price prediction using Transformer model

A Python progamm that determines whether a stock has potential to increase its price based on Sentimental Analysis and recent stock patterns/growth.

TrendSage aims to develop a correlation between stock and cryptocurrency predictions based on the posts or comments on Reddit and the actual market trends.

LSTM-ARIMA with Attention and multiplicative decomposition for sophisticated stock forecasting.

Predictor for stock and ETF prices

A web app from a Bachelor's module at HTW Berlin for scraping and analyzing Twitter data using SNscraper. Built with FastAPI, Docker, and MySQL. Early AI exploration with non-significant results. As of 2024, Twitter scraping is no longer possible. Demo videos on YouTube.

This project, part of a bachelor's module at HTW Berlin, implemented and verified the paper "Stock Price Predictions with LSTM Neural Networks and Twitter Sentiment," focusing on Apple's stock price prediction.

Stock prediction to forecast trends based on the closing price for each day

This is a Project that I created in my free time. I made three different Stock Market Algorithmns, where one Algorithmn is using the Random Forect Classifier to Predict, and the other two Algorithmns are using the Long Term Short Memory Model.

LSTM model based stock price prediction

Sentiment-driven news analysis using NLP

This project predicts stock price of Infosys using machine learning. It involves data collection, data preprocessing, feature engineering, model building, hyperparameter tuning and model evaluation.

Professional Backtesting Engine for crypto, stocks and forex

Stock Market Prediction with Flask

Stock price recommender

Easy to follow stock price analysis forecasting techniques on Indian stock data