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Swansea Harriers Analytics Platform

Comprehensive athlete performance analytics system integrating Power of 10 API data with custom Python data processing, SQL database architecture, and intuitive management interfaces for coaches and team managers.

TECHNOLOGY STACK

PythonFlaskSQLiteAWS LightsailNginxSSL/TLSPower of 10 APIpandasReportLabHTML/CSS/JavaScriptChart.jsREST APIUbuntu Server
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Project Overview

The Challenge

Swansea Harriers needed a comprehensive system to track athlete performance, analyze training progress, and provide coaches with actionable insights. The existing manual processes were time-consuming and limited analytical capabilities.

The Solution

A full-stack web application that automates data collection, provides intelligent analytics, and delivers professional-quality reporting tools for athletic performance management.

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Key Achievements

500+
Athletes tracked across all categories
15+ APIs
RESTful endpoints for comprehensive data access
99.9%
Production uptime on AWS infrastructure

Core Features & Business Value

🏗️

System Architecture

4-layer architecture with Flask backend, SQLite database, and 15+ RESTful API endpoints.

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☁️

AWS Deployment

Production deployment on AWS Lightsail with Nginx, SSL, and 99.9% uptime achievement.

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👥

Team Builder

Intelligent relay team optimization with drag-and-drop interface and pace calculations.

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📊

PDF Reports

Professional document generation using ReportLab with 50+ branded templates.

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Business Impact & User Benefits

For Coaches & Managers

  • ✓
    Time Savings: Automated data collection eliminates manual entry and reduces administrative overhead by 80%
  • ✓
    Data-Driven Decisions: Performance analytics provide insights for training optimization and competition strategies
  • ✓
    Professional Reports: Generate branded team sheets and performance reports for stakeholders

For Athletes

  • ✓
    Performance Tracking: Real-time access to personal bests, season bests, and performance trends
  • ✓
    Goal Setting: Clear visualization of progress toward qualification standards and targets
  • ✓
    Team Selection: Transparent relay team selection process based on objective performance data

Want to See the Technical Details?

Explore comprehensive technical documentation covering system architecture, deployment strategies, algorithm implementations, and live application screenshots.

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