📊 Friction Data Visualization Platform - iOS Application

Project Overview

Unity-based iOS application augmenting friction data with weather and mapping information for comprehensive real-time visualization. Transforms raw friction measurements into actionable insights through intelligent data fusion and interactive systems.

![Friction Data Visualization](https://www.twine.net/signin

Technical Solution

Developed a full-stack application featuring:

• 📈 Interactive Time Series Scrubbing: Smooth navigation through historical friction data
• 🤖 Predictive Analytics Engine: ML models forecasting friction conditions from weather patterns
• 📍 Customizable Data Markers: User-defined annotations and critical threshold alerts
• 🗺️ Mapping Integration: Real-time geospatial visualization correlating friction with location
• ☁️ Weather Data Fusion: Automatic augmentation with atmospheric conditions
• 🎨 Real-Time Visualization: High-performance rendering of streaming data feeds

Development Scope

Full-stack developer owning all aspects:

• Data integration with friction sensors, weather APIs, and mapping services
• UI/UX design balancing information density with usability
• Custom Unity rendering for time-series and geospatial data
• Predictive models and statistical analysis implementation
• Performance optimization for 60fps mobile rendering
• iOS deployment and App Store release

Technical Highlights

• Real-time streaming data processing with intelligent caching
• GPU-accelerated visualization for large datasets
• Time-series forecasting using historical correlations
• Gesture-based scrubbing and multi-touch navigation
• Offline capability with local data storage

Technologies Used

Unity C# iOS Data Visualization RESTful APIs Weather Integration Predictive Analytics Time Series Analysis Mobile Optimization

Role: Full-Stack Developer
Platform: iOS (App Store)
Status: Production