연결

Senior Computer Vision

nimeshgurungbynimeshgurung
0•
데이터 과학 및 ML

Implements production-grade computer vision systems including object detection, segmentation, and real-time video processing using industry-standard frameworks.

Equips Claude with the expertise of a senior computer vision engineer to build, optimize, and deploy advanced visual AI systems. It covers the entire lifecycle from training custom models with YOLO or SAM to architecting scalable MLOps pipelines and optimizing real-time inference for production environments. Whether working on 3D vision, video analysis, or vision transformers, this skill provides the architectural patterns, performance targets, and security best practices required for enterprise-scale deployments.

주요 기능

010 GitHub stars
02MLOps and DataOps integration including monitoring and automated retraining
03Production-grade deployment patterns for real-time inference and scalable data processing
04Performance optimization for low-latency P99 targets and high-throughput workloads
05Expertise in 3D vision, video analysis, and security/compliance standards
06Implementation of advanced CV architectures like YOLO, SAM, and Vision Transformers

사용 사례

01Architecting real-time video processing pipelines for production environments
02Building and training custom object detection or image segmentation models
03Optimizing ML inference pipelines for better latency and cost-efficiency