SmartText – Predict the Next Word Instantly

• Billions of messages written daily
• Predictive typing saves time and reduces errors
• Goal: build an intuitive, lightweight prediction system

  Efficient text input matters everywhere: emails, chat, documents

• Based on n-gram language modeling
• Steps:
  • Clean & tokenize input text
  • Compute probabilities of word sequences
  • Return the most likely next word
• Prototype uses simple rule-based logic, scalable to trained NLP models

  Fast, interpretable, and easy to explain

• Built with R Shiny
• Features:
  • Input box for phrases
  • Real-time prediction (no button needed)
  • Clean, responsive design with gradient background
• Try it live: https://fatlumdili.shinyapps.io/WordPrediction
  Sleek design ready for demo or investor pitch

• Integrate into chatbots, assistive typing, content editors
• Accuracy improves with larger corpus & fine-tuned models
• Demonstrates end-to-end capability: data → model → deployment
• Next step: deep learning model
  Professional, interactive, and investor-ready data product