ai-inference deep-learning generative-ai inference-platform llm llm-inference llm-serving llmops machine-learning ml-engineering mlops model-inference-service model-serving multimodal python

benchmark dataset evaluation huggingface-datasets litellm llm llm-testing llmops qa-dataset smoke-test synthetic-data tinybenchmarks

ai ai-engineering anthropic artificial-intelligence deep-learning genai generative-ai gpt large-language-models llama llm llmops llms machine-learning ml ml-engineering mlops openai python rust

Mathematics (40%)

agentops agents ai ai-governance apache-spark evaluation langchain llm-evaluation llmops machine-learning ml mlflow mlops model-management observability open-source openai prompt-engineering

Engineering Earth and Environmental Sciences (40%)

agents ai aws azure data-science datascience gcp generative-ai high-performance-computing kubernetes llm llmops machine-learning ml ml-infrastructure ml-platform mlops model-management python

bentoml fine-tuning llama llama2 llama3-1 llama3-2 llama3-2-vision llm llm-inference llm-ops llm-serving llmops mistral mlops model-inference open-source-llm openllm vicuna

ai automl data-science deep-learning devops-tools hacktoberfest llm llmops machine-learning metadata-tracking ml mlops pipelines production-ready pytorch tensorflow workflow zenml

large-language-models llm llm-evaluation llmops

dag data-analysis data-engineering data-science dataframe etl etl-framework etl-pipeline feature-engineering hacktoberfest lineage llmops machine-learning mlops orchestration pandas python rag software-engineering

agents ai evaluation llm llmops

ai chatbot data database distributed-ml inference llm-inference llm-serving llmops ml mlops mongodb pretrained-models python pytorch rag semantic-search torch transformers vector-search

ai chatgpt data-engineering datascientist genai hacktoberfest hacktoberfest-accepted hacktoberfest2023 langchain llama llama-index llm llmops mlops

agents ai ai-agents-framework generative-ai llm-agents llm-chain llm-framework llmops llms no-code-ai platform

agent-framework agents agi ai ai-agents artificial-intelligence autogpt autonomous-agents chatgpt langchain llm llmops mcp multi-agent multi-agent-systems n8n openai orchestration rag retrieval-augmented-generation

agentic llmops system-design

ci ci-cd cicd evaluation evaluation-framework llm llm-eval llm-evaluation llm-evaluation-framework llmops pentesting prompt-engineering prompt-testing prompts rag red-teaming testing vulnerability-scanners

chatgpt gpt gpt-4 llmops operations research

aiops aws bedrock fmops genai llmops mlflow mlops sagemaker

llm llmops mlops model-deployment model-inference-service model-serving nlp nlp-machine-learning online-inference transformer

a2a agent-builder agent-building agent-framework agentic-ai ai ai-agents llmops mcp rag smyth smythos sre vibe-coding

ai gateway gateway-api genai generative-ai glide go llm llmops ml mlops router