• Typing on mobile is slow and error-prone.
• Users benefit from word suggestions.
• Improves speed, reduces effort, and enhances accessibility.

• Uses an n-gram language model trained on text data.
• Predicts the most probable next word based on previous 1 or 2 words.
• Falls back to default word if no match found.

• Web-based app hosted on shinyapps.io.
• Enter a phrase and click “Predict Next Word”.
• Returns the most likely next word.

Example: Input: “I am” Output: “happy”

• Can be integrated into messaging apps, keyboards, and chatbots.
• Potential to scale with deep learning models.
• Opportunity to enhance user experience across devices.

Thank you!