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Development of an Integrated Sports Analytics and Progress Tracking Platform for Water Polo and Similar Sports
  1. case
  2. Development of an Integrated Sports Analytics and Progress Tracking Platform for Water Polo and Similar Sports

Development of an Integrated Sports Analytics and Progress Tracking Platform for Water Polo and Similar Sports

emerline.com
Sports
Media
Technology

Identifying the Need for Objective Athlete Performance Metrics and Real-Time Game Analytics

The client faces challenges due to a lack of objective measurements on athlete development and game progress. Existing tools insufficiently support recording, sharing, and analyzing game data for coaches, athletes, and fans. Additionally, integrating video highlights with real-time statistics during concurrent matches presents significant technical hurdles.

About the Client

A sports technology startup or organization specializing in athlete development, game analytics, and fan engagement, aiming to provide comprehensive data collection and insights tools for water polo or similar sports.

Goals for a Next-Generation Sports Data and Analytics Platform

  • Design and develop a comprehensive web and mobile platform to collect, analyze, and display athlete and team performance data.
  • Implement features allowing coaches and managers to record game statistics, manage team data, and share analytics via a web interface suitable for desktop and tablets.
  • Create an athlete-centric mobile application enabling individual progress tracking, access to video lessons, and engagement with challenges.
  • Ensure real-time data integration and broadcasting capabilities during live events, including instant analytics and highlight publishing.
  • Achieve scalable architecture capable of handling simultaneous games and high data loads, ensuring high performance and availability.

Core Functional Components of the Sports Analytics Platform

  • Web Dashboard (Desktop and Tablet) for coaches/managers to input, monitor, and manage game and team data, and to export analytics reports.
  • Mobile App for athletes and parents to track individual performance, participate in challenges, view personalized video lessons, and access their statistics.
  • Real-time data collection and analytics engine to process game events, scores, and player actions during live matches.
  • Integration with external broadcast systems to extract player actions from live videos, enabling automatic highlight generation and publishing.
  • Public website display for team scores, game updates, and fan engagement.

Technology Stack and Architectural Preferences for Development

Backend: Django Python
Database: PostgreSQL
Frontend: Angular, Ionic, TypeScript
Mobile Platforms: iOS and Android
Infrastructure: Cloud-based, AWS Serverless Architecture

External System Integrations for Enhanced Data and Video Content

  • Third-party video analysis and highlight extraction system (similar to MVP cast)
  • Live broadcasting feeds for real-time analytics and score updates
  • Authentication and user management system

Performance, Scalability, and Security Standards

  • Support concurrent matches with real-time statistics updates
  • Scalable to accommodate increasing user base and data volume (targeting high engagement with over 30,000 app views as a benchmark)
  • High availability and system reliability during live sports events
  • Secure data handling for sensitive athlete and team information
  • Responsive and intuitive user interfaces for different devices

Projected Business Benefits and User Engagement Outcomes

The new sports analytics platform is expected to significantly enhance objective measurement of athlete development, improving coaching strategies and athlete performance. Real-time data sharing and highlight integration will increase fan engagement and event coverage. Targeted scalability aims to support increasing user engagement, with proven success metrics including over 30,000 app views in analogous projects, indicating substantial global reach and user adoption.

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