1. AI Animation Pipeline Development
Built and optimized the backend pipeline for converting still images into animated videos using diffusion-based models.
Integrated Stable Video Diffusion and custom computer-vision modules for parallax, motion, and depth enhancement.
Improved rendering speed by 35–50% through model tuning, parallel workers, and GPU job scheduling.
2. Full-Stack Development of the Vimmerse Web App
Developed core UI flows using React, Next.js, and Tailwind to support image uploads, animation previews, batch processing, and asset downloads.
Implemented an intuitive media dashboard for managing large sets of generated videos.
Built reusable front-end components optimized for performance and real-time updates.
3. REST & GraphQL API Engineering
Designed and implemented APIs that allow external apps to trigger image-to-video generation programmatically.
Added secure authentication and usage-tracking for API customers.
Documented the API for third-party integrations (SaaS tools, creative agencies, e-commerce workflows).
4. Batch Processing System for Large Catalogs
Built a high-throughput job processor using Node.js, Python, Redis, and worker queues.
Enabled enterprise clients to process thousands of product images automatically.
Added email/webhook notification systems to inform customers when bulk jobs completed.
5. Cloud Infrastructure & Deployment
Deployed GPU-based services on AWS EC2, GCP, and Docker/Kubernetes.
Set up CI/CD pipelines, container-based deployments, auto-scaling, and logging/monitoring.
Implemented cost-optimized GPU scheduling to reduce cloud expenses.