Developing novel architectures for next-gen vision algorithms, incorporating perceptual focus.
Vision Products \Turning subjective experience into objective signal. Developed blind source inspection frameworks and contributed to the standard-setting VMAF metric at Netflix.
Image & Video Processing \Deploying real-world vision systems. Architected 2D/3D algorithms for CargoSpectre, transforming commodity sensors into industrial tools.
3D Point Clouds \CV/ML System Architect Engineer, VCV.
Architecting and leading the development of core computer vision algorithms for consumer-scale deployment.
Led research initiatives in foveated rendering (DeepFovea) and designed perceptually optimized metrics for AR/VR systems.
Built automated dimensioning algorithms using RGB-D for logistics and supply chain automation.
Designed VIDMAP framework to perform blind source inspection.
Improved VMAF against aggressor cases. Architected artifact detection methods for streaming.
