Accessing top-tier machine learning, computer vision, and LLM fine-tuning talent globally enables software companies to ship AI capabilities at 3x the development velocity.
1. AI/ML Engineering Sourcing Matrix
- PyTorch & Hugging Face Specialists: Deep expertise in model fine-tuning, LoRA adapters, and quantization (AWQ, GGUF).
- Vector Database & RAG Architects: Proven experience deploying Qdrant, Pinecone, and pgvector at enterprise scale.
- GPU Cluster DevOps: Managing distributed training jobs on AWS EC2 p4de/p5 instances or RunPod clusters with Kubernetes Ray operators.