WordForecast-LSTM is a deep learning project utilizing Long Short-Term Memory (LSTM) networks to predict the next word in a sequence. By processing high-density academic PDFs on AI, Cyber Security, and Molecular Science, the model learns complex linguistic patterns to provide context-aware text completions.