Greg Kuhlmann

fraud-prevention training-serving-consistency mlops machine-learning real-time-ml data-modeling feature-engineering observability agile-development data-pipelines inference scalability

James Dbiorin

cuda batching llm large-language-models fine-tuning lora inference scalability parameter-efficient-fine-tuning gpu mlops ai

Alex Sherstinsky

llm-fine-tuning predibase ludwig lorax large-language-models lora parameter-efficient-fine-tuning peft transformer-models mistral-7b model-serving inference

Ville Tuulos

ai-systems ml machine-learning genai generative-ai metaflow data-engineering model-training inference python mlops

Matt Squire

ray-serve large-language-models llm rag mlops gpu performance-optimization inference scaling python fastapi kubernetes vm vector-database

Nathan Beach

accelerators kubernetes kubernetes-engine ai gpu optimization training inference workloads resource-utilization cloud-computing

Tejas Chopra

model-pruning neural-networks cpu data-quantization machine-learning llm memory-optimization quantization inference deep-learning transformer-models gpu

Niels Bantilan

hyperparameter-optimization pipelines traditional-ml rag llm mlops ai generative-ai inference orchestration data-quality machine-learning

Shelby Heinecke

ai artificial-intelligence machine-learning llm large-language-models model-optimization quantization small-language-models function-calling prompt-engineering inference model-efficiency

Charles Frye

llms large-language-models mlops machine-learning-operations inference gpu quantization tensorrt-llm vllm modal-labs model-serving ai-engineering

Urmish Thakker

llm large-language-models open-source artificial-intelligence machine-learning ensemble-methods model-specialization nlp generative-ai mlops inference training

Kshetrajna Raghavan

llm multimodal-llm generative-ai machine-learning mlops production-ml shopify product-taxonomy data-modeling computer-vision natural-language-processing image-classification gcp hugging-face ray sky-pilot triton inference