MLOps Engineer , Love Working on Generative Media

projects

github

Vikramjeet Singh  • Peerlist

Saka is a high-performance video enhancement platform that leverages state-of-the-art AI models to upscale and improve video quality. Built with scalability and performance in mind, it offers both API and CLI interfaces for seamless integration into existing workflows.✨ Key FeaturesCategoryFeaturesEnhancement Capabilities• 2x/4x Video Upscaling • Anime-Optimized Processing • Artifact Removal • Face EnhancementPerformance• GPU Auto-Scaling • Dynamic Batch Processing • Asynchronous Operations • Multi-GPU SupportInfrastructure• S3-Compatible Storage • Real-time Monitoring • Docker Support • Quality Metrics (SSIM)

Saka

Daifuku is a versatile framework designed to serve multiple Text-to-Video (T2V) models (e.g., Mochi, LTX, and more). It streamlines T2V model deployment by providing:<ul><li>A unified API for multiple models</li><li>Parallel batch processing</li><li>GPU optimizations for efficiency</li><li>Easy Docker-based deployment</li><li>Integrated monitoring, logging, and metrics</li></ul>Inspired by the concept of daifuku mochi—a sweet stuffed treat—this framework “stuffed” with multiple T2V capabilities aims to make your video generation as sweet and satisfying as possible.

Daifuku

<h2>Introducing PicPilot: AI-Powered Visual Content Creation</h2>PicPilot revolutionizes product photography and visual storytelling for brands. Our AI-powered platform transforms the time-consuming and expensive process of creating professional visuals into a matter of seconds.Key Features:<ul><li>Enhance existing images with advanced AI editing</li><li>Generate high-quality new visuals from text descriptions</li><li>Convert static images into engaging videos</li><li>Extend images seamlessly with outpainting technology</li><li>Process multiple images efficiently with batch support</li></ul>Whether you're an e-commerce business, digital marketer, or content creator, PicPilot empowers you to produce stunning, marketing-ready visuals without the need for expensive equipment or specialized skills.Experience the future of visual content creation. Visit our GitHub repository at <a target="_blank" rel="noopener noreferrer nofollow" class="text-green-text rich-link break-all link-break" href="https://github.com/VikramxD/Picpilot">https://github.com/VikramxD/Picpilot</a> to explore PicPilot and join our growing community of innovators.