Mobile Development
June 2024

Project Blue Sky

A Flutter-based mobile application with integrated machine learning capabilities for advanced data analysis and prediction.

Project Blue Sky

About the Project

Project Blue Sky is a cross-platform mobile application built with Flutter that integrates machine learning and data science capabilities. The project combines mobile app development with Jupyter notebook-based research and model development, creating a comprehensive solution that bridges advanced analytics with user-friendly mobile interfaces. The application demonstrates the integration of complex computational models into accessible mobile platforms for iOS and Android.

Key Features

  • Cross-platform mobile application for iOS and Android
  • Integrated machine learning models for data analysis
  • Research-driven development with Jupyter notebooks
  • Native platform integration (Swift for iOS, C++ for performance)
  • Custom Flutter widgets and UI components
  • Data processing and analytics pipeline
  • Real-time predictions and insights on mobile devices

Challenges & Solutions

  • Integrating complex ML models into mobile application framework
  • Optimizing model performance for mobile device constraints
  • Managing cross-platform compatibility across iOS and Android
  • Bridging Python-based research with Flutter production code
  • Ensuring efficient memory usage with large datasets on mobile

Outcomes & Impact

  • Successfully deployed ML-powered Flutter application
  • Achieved cross-platform compatibility with native performance
  • Integrated 90%+ Jupyter notebook-based research into production
  • Created seamless data science to mobile app pipeline

Technologies

FlutterDartPythonJupyter NotebookC++SwiftCMake

Tags

Full-Stack DevelopmentMachine LearningCross-PlatformResearch