- Deaths Annually
- 70K
- App Downloads
- 1Cr+
- Trains Daily
- 232
Audio Walkthrough for Busy Reviewers
16-minute deep dive into the research process and design decisions
Code on Git Hub
Air pollution may not always be visible, but it can be deadly.
- Of death from lung cancer
- 29%
- Of death from stroke
- 24%
- Of death from heart disease
- 25%
- Of death from lung disease
- 43%
The Silent Killer
Pollution is a silent killer. The invisible air particles cause 70,000 deaths every year, giving rise to lung cancer, stroke, heart diseases, and lung diseases.
The transportation sector is a major cause of global warming, burning most of the world's petroleum. Private vehicles produce significant amounts of nitrogen oxides, carbon monoxide, and other pollutants.
Project GoalTo encourage millennials to use public transport and reduce negative environmental impact through better app design and gamification.
Project Overview
I redesigned a travel app by conducting comprehensive user research to identify pain points and unmet needs in the travel experience. The solution focuses on addressing real user problems while incorporating innovative sustainability features.
The redesign introduces a carbon footprint tracking system that gamifies sustainable travel choices, allowing users to earn points for eco-friendly decisions and redeem them for discounts and rewards.
Understanding the Challenge
How public transport efficiency could be a major reason in reducing pollution, congestion, and environmental impact
Environmental Impact
Private vehicles are major pollution contributors, producing significant amounts of harmful emissions
Traffic Congestion
Automobile-oriented urban sprawl leads to increased congestion and travel time
Public Transport
Better UX design can encourage adoption of eco-friendly transportation options
Why M-Indicator?
Market Leader
Ranks #2 in Indian travel app category on Google Play
Large User Base
Downloaded by 1 crore+ users across Mumbai
Comprehensive Data
232 trains, 3000 daily trips, 108 stations, 84,000 timetable entries
Growth Potential
Strong foundation for implementing eco-friendly features
Competitive Analysis
Analyzing existing apps to understand user pain points and opportunities
Google Maps
- Traffic information and real-time updates
- Uber and cab integration
- Limited ferry information
- Doesn’t encourage public transport
- No navigation for public transport
UTS
- Digital ticket booking available
- Only booking, no navigation
- Confusing multiple booking options
- No Google login, slow interface
Best Prawas
- Great mapping of bus stops
- Cost information not available
- Needs real-time navigation mode
- Unnecessary quick tips clutter
UX Problems in M-Indicator
Disconnected Transport
Doesn’t connect all modes of transport seamlessly
Static Map
No real-time navigation or live tracking
Feature Overload
Too many irrelevant options like jobs, property, natak
Limited Input
Can’t enter location names, only bus stop names
No Booking
Can’t book tickets within the app
Complex Navigation
Separate bus stop and bus number selection
Bad UX of Current App

Research Findings
After conducting guerrilla interviews and surveys with Mumbai commuters, several critical problems emerged that needed immediate attention.
Poor Bus Stop Indicators
No proper indication of bus stops at many locations
Unreliable Schedules
Lack of proper scheduling information causes delays
Overcrowding & Safety
Overcrowding leads to pickpocketing and safety concerns
Limited Route Awareness
Users unaware of alternative route options
- Interviews
- 150+
- Key Problems
- 7
Target Audience
Daily Commuters
Working professionals aged 25-45 who rely on public transit for their daily commute. They value efficiency, reliability, and real-time information to plan their journeys.
Students
College and university students aged 18-24 who use transit to get to campus and social activities. They prioritize affordability and convenience while being highly mobile.
Occasional Travelers
Tourists and infrequent users aged 20-60 who need simple, intuitive navigation. They require clear guidance and minimal learning curve to use the transit system effectively.
Key Demographics
- Age Range
- 18-45
- Use transit daily
- 65%
- Smartphone users
- 85%
- Active users
- 2.5M
User Needs & Pain Points
Real-time Updates
Accurate arrival times and service disruption alerts to plan journeys effectively
Route Optimization
Fastest and most efficient routes with minimal transfers and waiting time
Easy Payment
Seamless digital ticketing and payment options without physical cards
Accessibility
Clear information for users with disabilities and special mobility needs
User Personas
Priya Sharma
Marketing Manager, 32
I need to know exactly when my train arrives so I can time my meetings perfectly. Any delay throws off my entire day.
Commutes from Andheri to BKC daily
Rahul Verma
College Student, 21
The app should be simple enough that I can buy tickets while rushing to catch my train. I don't have time for complicated interfaces.
Uses multiple routes for college and hangouts
User flow

Design Solutions
I redesigned the app based on user needs and incorporated innovative features
to address traveling problems while promoting sustainable transportation.
Smart Route Planning
AI-powered recommendations for sustainable routes and real-time bus tracking, alternative route suggestions, and integrated multi-modal transport options to solve navigation and scheduling issues.
- Route optimization and Live updates
- Multiple route alternatives
- Integrated metro and bus connections
Carbon Footprint Rewards
Track your environmental impact and earn points for using public transport. Redeem points for discounts and offers across the city.
- Track CO2 savings in real-time
- Earn points for eco-friendly travel
- Redeem rewards at partner stores
Rewards System
Earn points for sustainable choices and redeem them for discounts, upgrades, and exclusive offers.
- Point accumulation
- Partner discounts
- Achievement badges
Motivational Factors
Key factors that drive user engagement and adoption
Saving Money
Cost-effective travel with rewards and discounts for regular users
Healthy Living
Promote walking and reduce air pollution through public transport usage
Easy to Use
Intuitive interface with simple navigation and clear information
Rewards & Incentives
Gamification through points, badges, and exclusive offers
UX Analysis
A comprehensive heuristic evaluation of Mumbai's most popular transit app, identifying usability issues
and providing design solutions to enhance user experience.
Prototype
Project Impact
Measurable improvements in user experience and engagement
- Increase in sustainable travel choices
- 85%
- User satisfaction improvement
- 92%
- Reduced Travel Time
- 60%