Neurologic AI pioneers Generative AI by training and deploying multi-billion-parameter models across industries. Using architectures like GPT-4, LLaMA, Qwen, and domain-specific models (MedGPT, Med Image Insights), we tackle complex challenges with precision. Our large-scale pipelines run on top-tier GPUs (A100s, H100s) with Slurm, FSDP, and distributed optimization for peak efficiency. We specialize in fine-tuning (RLHF, LoRA), inference acceleration (speculative decoding, KV caching), and scalable deployment via SageMaker, VLLM, and TensorRT. With AI safety, multimodal capabilities, synthetic data generation, Retrieval-Augmented Generation (RAG), and adaptive learning, we drive innovation, automation, and business transformation.