AI-Powered Coaching Platforms

The Story

The client recognized a significant gap in traditional cricket coaching—lack of precise, accessible performance analysis. They sought to create an AI-powered platform that could deliver real-time feedback on player technique, enabling professional-level coaching anytime, anywhere. FiftyFive Technologies was engaged to design and implement the custom software solution, leveraging AI and cloud technologies to meet the client’s vision.

Challenges

• 1. Accurate motion detection for player movement analysis.

• 2. Real-time processing of high-resolution video data for instant feedback.

• 3. Scalable infrastructure to support multiple concurrent users.

• 4. Seamless integration of machine learning models with a user-friendly interface.

• 5. Low-latency feedback with minimal delay.

• 6. Ensuring high performance while maintaining data security.

The Solution

• 1. Designed and implemented a cloud-based solution using Google Cloud Platform (GCP), leveraging Terraform for infrastructure management.

• 2. Deployed Kubernetes (GKE) and Kubeflow for scalable machine learning workflows.

• 3. Integrated AI models for real-time motion analysis of 133 body joints using Object Detection, Pose Estimation, and Object Tracking.

• 4. Utilized Google Cloud Build for automated deployment, ensuring seamless updates and smooth operation.

• 5. Applied PyTorch, OpenCV, and Firebase for AI processing and mobile/web performance optimization.

The Outcome

The AI-powered coaching platform reduced training analysis time by 95%, shifting from hours of manual review to seconds of automated feedback. The platform supported 300% user growth within six months, thanks to scalable infrastructure. With a 99.9% uptime, the solution ensured continuous availability, empowering players globally and strengthening the client’s position as a leader in AI-driven sports coaching.