Advanced Computer Vision • Real-time Processing • Local GPU Infrastructure
Professional-grade tracking system built with YOLO v8 - the same technology powering major social media platforms. Unlike cloud-based solutions, this runs entirely on local hardware, providing complete data privacy, zero latency, and no recurring costs. The system maintains precise tracking through complex movement patterns, lighting variations, and camera motion - essential capabilities for production environments.
Real-time subject tracking through complex runway footage. The system maintains consistent lock despite rapid movement, varying angles, and dynamic lighting. Processing happens instantly on local hardware - critical for fashion brands requiring immediate turnaround without uploading sensitive content to external services.
Demonstrates tracking stability through challenging conditions - subject rotation, camera movement, and environmental changes. The system's reliability makes it suitable for production workflows where consistency is non-negotiable.
GPU-accelerated video processing using FramePack F1 technology. This system generates complex effects, seamless loops, and content variations at speeds matching cloud services - but running entirely on local infrastructure. Ideal for high-volume content creation where data security and processing control are paramount.
Boomerang with falling objects overlay. The system processes each frame to add animated elements while maintaining the loop effect.
Automated overlay with different objects. Shows the flexibility of the pipeline to handle various effect types.
Motion path effect demonstration. Objects follow programmed paths while the base video loops seamlessly.
Demonstrated expertise in deploying and optimizing machine learning systems for production use
While competitors rely on external APIs with recurring costs and data exposure risks, these systems run entirely on proprietary hardware. This approach provides complete data sovereignty, predictable costs, and independence from third-party service availability.
Future-Ready Architecture: As regulatory requirements tighten and data privacy becomes critical, organizations need ML infrastructure they control. This portfolio demonstrates proven capability in building and deploying such systems.