Everything in Agentic AI Infra above the model layer: LLM internals, fine-tuning, alignment, RAG, agent orchestration, and production infrastructure built bottom-up, benchmarked, and deployed.

Hands-on AI infrastructure from the ground up: GPU memory hierarchy, CUDA kernel optimization, Triton, distributed training, and inference serving. Real benchmarks across the full compute stack, fr…