Case study

Viral Vision

Using AI for Good

Platform

Mobile

Role

Staff Product Designer

Tools

Figma

Timeline

2021-2022

Case study

Viral Vision

Using AI for Good

Platform

Mobile

Role

Staff Product Designer

Tools

Figma

Timeline

2021-2022

Case study

Viral Vision

Using AI for Good

Platform

Mobile

Role

Staff Product Designer

Tools

Figma

Timeline

2021-2022

Overview

Viral Vision used AI-powered computer vision to detect infections in real-time, transforming outbreak management into a proactive, data-driven system. The platform automated risk detection, streamlined data sharing, and ensured user privacy, making public health response more efficient and predictive.

As Staff Product Designer, I led the strategic roadmap, AI integration, and UX execution, ensuring machine learning insights were accessible and actionable. This included designing AI-driven rapid test verification, real-time predictive hotspot mapping, and encrypted peer-to-peer data sharing to enable safe interactions while protecting user privacy.

By integrating automated verification, AI-powered alerts, and decentralized data security, Viral Vision helped users make informed, real-time decisions while ensuring health data remained secure and anonymous.

The Problem

Lack of Real-Time Infection Tracking

Lack of Real-Time Infection Tracking

Public health systems relied on delayed, manual processes, making outbreak response inefficient and reactive instead of proactive.

Public health systems relied on delayed, manual processes, making outbreak response inefficient and reactive instead of proactive.

No Automated, Privacy-First Hotspot Alerts

No Automated, Privacy-First Hotspot Alerts

Users lacked real-time, AI-powered notifications to stay informed about infection risks while protecting their data.

Users lacked real-time, AI-powered notifications to stay informed about infection risks while protecting their data.

Manual Reporting Created Bottlenecks

Manual Reporting Created Bottlenecks

Governments struggled with slow intervention, as traditional reporting methods failed to keep pace with AI adoption.

Governments struggled with slow intervention, as traditional reporting methods failed to keep pace with AI adoption.

The Solution

AI-Powered Local Alerts for Real-Time Public Safety

AI-Powered Local Alerts for Real-Time Public Safety

Instant notifications using machine learning models to detect emerging outbreaks and provide personalized risk assessments.

Instant notifications using machine learning models to detect emerging outbreaks and provide personalized risk assessments.

Real-Time AI Hotspot Mapping

Real-Time AI Hotspot Mapping

Dynamic, AI-driven maps analyzing live infection trends to visualize high-risk zones and predict potential spread.

Dynamic, AI-driven maps analyzing live infection trends to visualize high-risk zones and predict potential spread.

AI-Driven Case Tracking & Predictive Health Insights

AI-Driven Case Tracking & Predictive Health Insights

Live, AI-enhanced infection reports, providing accurate public health insights with automated data aggregation.

Live, AI-enhanced infection reports, providing accurate public health insights with automated data aggregation.

Automated Rapid Test Verification

Automated Rapid Test Verification

Computer vision-powered test result authentication, ensuring secure, anonymous data verification without manual intervention.

Computer vision-powered test result authentication, ensuring secure, anonymous data verification without manual intervention.

Cognitive-Friendly Recovery Tips for Faster Healing

Cognitive-Friendly Recovery Tips for Faster Healing

Designed for brain fog and fatigue, our AI-powered guidance making it easier to follow medical recommendations.

Designed for brain fog and fatigue, our AI-powered guidance making it easier to follow medical recommendations.

AI-Powered Smart Social Decision-Making

AI-Powered Smart Social Decision-Making

Our AI analyzes real-time data and local risks to generate personalized safety scores, helping users make informed choices in social settings.

Our AI analyzes real-time data and local risks to generate personalized safety scores, helping users make informed choices in social settings.

Privacy-First Data Sharing with End-to-End Encryption

Privacy-First Data Sharing with End-to-End Encryption

End-to-end encrypted, decentralized AI models that allow users to share data anonymously while ensuring security.

Seamless Research Participation

Seamless Research Participation

Secure, opt-in AI-powered data collection to support public health research while maintaining user privacy.

Submit Symptoms & Rapid Tests with AI Verification

Users can submit rapid test results and symptoms, with AI-powered computer vision validating authenticity in real time.

Use cases

AI-Powered Local Risk Alerts

Detects symptom spikes to limit outbreaks in high-density areas.

Privacy-First QR Health Passports

Detects symptom spikes to limit outbreaks in high-density areas.

Exposure Notifications

AI-driven real-time alerts based on verified, anonymous tracking.

Peer-to-peer QR passport system

Work

Work

Events

Events

Weddings

Weddings

Social gatherings

Social gatherings

Parties

Parties

Concerts

Concerts

Meet & greets
Conferences

Conferences

Hospitals

Hospitals

Dating (STD)

Dating (STD)

Schools

Schools

Gyms

Gyms

Restaurants

Restaurants

Travel

Travel

Sports events

Sports events

Malls

Malls

Daycare

Daycare

Libraries

Keeping safe during outbreaks

The Results

40% Faster AI-Driven Development

Streamlined AI model training and automation-first workflows, cutting deployment time while ensuring accuracy.

Scalable AI-First Health Infrastructure

Designed a modular AI system that adapts to future outbreaks and public health challenges.

Mobile-First AI Strategy

Designed real-time AI-powered health insights for fast, on-the-go access, ensuring smooth usability across devices.

Privacy-Driven Trust Model

Built a user-controlled, encrypted AI verification system to ensure public confidence in secure data handling.

Join The Next Cohort

UX / Product Designers

Designing AI for Mobile in 2025

Learn to design AI-powered mobile experiences that are intuitive, ethical, and user-friendly. Prepare for the next-generation of AI user flows.

6 Week Live Sessions: Hands-on, practical training.

Real-World Case Studies: Build Al-driven designs.

Personalized Feedback: Direct coaching & support.

Join 30+ Designers Already Enrolled

Next Cohort: July 2025

AI Agents • Generative UI • Predictive UX • Multi-Modal Interactions • Adaptive Personalization • MCPs • dLLMss • Multi-Agent Collaboration

Join The Next Cohort

Designing AI for Mobile in 2025

Learn to design AI-powered mobile experiences that are intuitive, ethical, and user-friendly. Prepare for the next-generation of AI user flows.

6 Week Live Sessions: Hands-on, practical training.

Real-World Case Studies: Build Al-driven designs.

Personalized Feedback: Direct coaching & support.

Join 30+ Designers

Next Cohort: July 2025

AI Agents • Generative UI • Predictive UX • Multi-Modal Interactions • Adaptive Personalization • MCPs • dLLMss • Multi-Agent Collaboration

Join The Next Cohort

Designing AI for Mobile in 2025

Learn to design AI-powered mobile experiences that are intuitive, ethical, and user-friendly. Prepare for the next-generation of AI user flows.

6 Week Live Sessions: Hands-on, practical training.

Real-World Case Studies: Build Al-driven designs.

Personalized Feedback: Direct coaching & support.

Join 30+ Designers Already Enrolled

Next Cohort: July 2025

AI Agents • Generative UI • Predictive UX • Multi-Modal Interactions • Adaptive Personalization • MCPs • dLLMss • Multi-Agent Collaboration