Embedding VC

Lead the architecture and development of the core editor UI, including the canvas, timeline, and node graph. Collaborate with design and AI teams to prototype and iterate on creative workflows for AI-native filmmaking.

Build and maintain a training infrastructure for self-developed video generation foundation models, focusing on job scheduling and data pipelines. Optimize large-scale distributed training across hundreds of GPUs to maximize model FLOPs utilization.

Design and implement video labeling tasks and quality control systems to support model training and iteration. Establish comprehensive evaluation benchmarks for video generation, focusing on visual quality, temporal consistency, and prompt alignment.

Design and build end-to-end product features across frontend and backend systems for AI-native filmmaking tools. Collaborate with founders on product strategy, UX decisions, and the iteration of creative workflows.