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Ssemble

Ssemble is a streamlined short-form video creation platform featuring AI-powered editing tools, automated caption generation, and intuitive templates to help content creators produce engaging videos quickly.

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Ssemble

Key Features

AI-powered video editing toolsAutomated editing and caption generationIntuitive templates for quick content creationFace detection and automatic video centeringAudio transcription capabilitiesAI voice agent for professional voiceoversAI-generated video contentYouTube Shorts optimization

Development Highlights

Built real-time video processing pipelineIntegrated multiple AI models for content generationAchieved sub-second response times for AI operationsImplemented scalable microservices architectureCreated innovative face detection algorithm

Technology Stack

Node.jsMongoDBPythonChatGPT APIClaudeAzure DevOpsReactArtificial IntelligenceMachine LearningFFmpegHTML5 CanvasGitLabCI/CD

Our Contribution

Server-Side Video Export

Developed robust server-side video processing and export functionality, enabling efficient handling of large-scale video operations.

AI-Powered Features

  • Face Detection: Implemented advanced AI algorithms for automatic face detection and tracking in videos
  • Subtitle Generation: Built automated caption and subtitle generation using AI models
  • AI Voice Agent: Integrated AI-powered voice synthesis for professional voiceovers

Video Editing Engine

Created comprehensive video editing capabilities including:

  • Transition effects and animations
  • Real-time video processing pipeline
  • HTML5 Canvas integration for advanced rendering
  • FFmpeg optimization for performance

Plugin Ecosystem

Designed and developed an extensible plugin architecture allowing third-party integrations and custom functionality.

Cloud Infrastructure

Set up scalable cloud deployments on Azure with:

  • Azure DevOps for CI/CD pipelines
  • Automated testing and deployment
  • GitLab integration for version control
  • Load balancing and auto-scaling

Results

Successfully launched platform serving hundreds of daily active usersPlatform processes over 1,000 videos per dayGrowing paid subscriber base with high retention ratesAchieved 95% accuracy in AI-generated captionsReduced video editing time by 75% compared to traditional toolsMaintained 99.9% uptime since launch

What Makes This Special

Ssemble stands out by combining multiple AI technologies into a single, easy-to-use platform that democratizes professional video editing for content creators of all skill levels.

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