Demonstrates how to deploy a live Streamlit web app directly from Google Colab using ngrok for public access. Since Colab doesn’t expose ports externally, ngrok creates a secure tunnel, allowing anyone to interact with your app via a temporary public URL.

A commercial AI-driven platform for real-time and end-of-day forecasting of all Tehran Stock Exchange symbols. Built in collaboration with industry partners and academic advisors, it integrates automated data-ingestion pipelines, deep-learning LSTM models, smart feature extraction (technical data & news data), and rolling 40-minute predictions.

A multi-project repository featuring tools for image similarity analysis, unused import detection, Jupyter notebook documentation, and Colab notebook processing.