Route prediction Model

Route prediction Model

Route prediction Model

User Interface

User Interface

User Interface

Back-end Development

Back-end Development

Back-end Development

Tracking the location and estimated arrival of buses in real-time

Tracking the location and estimated arrival of buses in real-time

Tracking the location and estimated arrival of buses in real-time

Role

Code Output & Design Mockups

Role

Code Output & Design Mockups

Role

Code Output & Design Mockups

Tools

Python & Figma

Tools

Python & Figma

Tools

Python & Figma

Date

October 2023 - December 2023

Date

October 2023 - December 2023

Date

October 2023 - December 2023

Team

2 Developers

Team

2 Developers

Team

2 Developers

FEATURE #1

FEATURE #1

FEATURE #1

Problem Statement

Problem Statement

Problem Statement

“Users need a dependable, 
easy-to-navigate system that 
provides real-time information to 
travel effectively and arrive at their destinations on time.”

“Users need a dependable, 
easy-to-navigate system that 
provides real-time information to 
travel effectively and arrive at their destinations on time.”

“Users need a dependable, 
easy-to-navigate system that 
provides real-time information to 
travel effectively and arrive at their destinations on time.”

1 . Users

1 . Users

1 . Users

The route prediction data was complex but I knew it needed a visual home. By focusing on user interface design, I turned complicated bus patterns into simple screens- making campus transit as easy as checking your phone

Screens

2. Action

2. Action

2. Action

Designed 60+ spatial wireframes as UX Design Lead, mapping user flows, enabling quick team feedback, and oversaw the project website to showcase our work

3. Result

3. Result

3. Result

Taking MBUS to the next level could mean integrating live crowdedness tracking, campus alerts, and AI-powered route suggestions that adapt to students' Canvas schedules. Implementing dark mode for Gen Z users and streamlining UI integration would create a more responsive campus transit experience

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16:35 EDT

Copyright @ 2025

16:35 EDT

Copyright @ 2025

16:35 EDT

Copyright @ 2025

16:35 EDT

Copyright @ 2025