Typing on mobile devices is often slow and prone to errors.

• Users lose time correcting typos.
• Standard keyboards lack deep contextual awareness.
• SwiftPredict solves this by predicting the next word in real-time, reducing keystrokes and mental effort.

Our algorithm is built on the HC Corpora dataset, utilizing:

• N-gram Modeling: Analyzing sequences of 2 and 3 words.
• Stupid Back-off Strategy: High-speed logic that checks Trigrams first, then Bigrams.
• Optimization: Pre-calculated frequency tables ensure the app is lightweight and fast.

The SwiftPredict Shiny App provides a seamless experience:

• Instant Results: Predictions update as you type.
• Clean UI: A professional interface designed for productivity.
• Accessible: Hosted on shinyapps.io for use on any device.

SwiftPredict is just the beginning.

• Personalization: Adapting to unique user vocabularies.
• Global Reach: Expanding to support multiple languages.
• Integration: Transforming the engine into a mobile keyboard API.

SwiftPredict brings predictive intelligence to your fingertips.

Thank you!

Try the app at: [https://veenda.shinyapps.io/FinalProjectSwiftPredict/]