Design and development of a new AI-Driven Video Generation Platform
Client: Valentina
Project Type: AI based Platform, web admin, website
Services: Design, development, testing, project management, support
Year: 2023 – present
Maity faced several challenges in developing a scalable platform for AI-driven video generation. Integrating advanced AI models for text, photo, and audio-based videos, along with multilingual translation, was complex. Ensuring secure communication between diverse backend systems and maintaining high performance across devices posed additional difficulties. Furthermore, implementing a flexible subscription model with credit tracking while ensuring compliance with privacy regulations added further complexity.
1
Defined Maity’s goals and user experience.
2
Designed a responsive Next.js interface.
3
Built a secure Node.js backend with AI integration.
4
Deployed on Vercel, ensuring performance and security.
1
Integrating advanced AI models for video generation and ensuring secure communication across multiple backend systems proved to be complex. Maintaining performance across devices while handling large-scale operations was also a significant challenge.
2
Implementing a flexible, credit-based subscription system and ensuring compliance with privacy regulations added complexity to the platform’s development and operation.
To address Maity’s challenges, we integrated advanced AI models for video generation and multilingual translation, ensuring smooth functionality within the platform. Secure communication between the Node.js server on AWS EC2 and the Flask backend was established using OpenVPN, enabling reliable data processing. We prioritized scalability and performance by deploying the responsive frontend on Vercel and optimizing the backend for efficiency across devices.
Additionally, we developed a credit-based subscription system that dynamically tracks usage and automates credit deductions based on video duration. By implementing strict security protocols and adhering to privacy regulations, we ensured user data protection while delivering a secure and scalable platform tailored to Maity’s needs.
