Technical Strategy: Define the AIGC roadmap across pre-training and post-training workstreams — from distributed training infrastructure to alignment, evaluation, and inference deployment.
Perform a focused literature review of representative computer vision methods for segmentation, object detection and image classification applicable to medical datasets
C2-Scale Analytics Pipelines: Architect robust Python/C++ pipelines using frameworks like NVIDIA DeepStream, GStreamer, or OpenCV to execute concurrent video analytics across hundreds of live camera feeds.
Build and ship production solutions. Develop AI-enabled applications and services from prototype to production, with ownership of quality, reliability and ongoing improvement.