experience with at least three) LangGraph / LangChain CrewAI, AutoGen/AG2, or equivalent MCP (Model Context Protocol...
build "demos";you will ship hardened systems using Python and modern frameworks (Google ADK, LangGraph, CrewAI...: Mandatory expertise in Python and deep familiarity with 1 core LLM APIs and frameworks (OpenAI SDK, Google AI SDK, CrewAI...
, LangGraph, CrewAI, Semantic Kernel, or custom) Production RAG pipeline experience (chunking strategies, vector databases...
, or CrewAI Experience with ML frameworks such as PyTorch, TensorFlow, vLLM, or llama.cpp Experience with cyber or intelligence...
, AutoGen, CrewAI, LlamaIndex Workflows, Semantic Kernel). ​Tool Calling & Function Calling: Deep expertise in structuring...
, or CrewAI Experience with ML frameworks such as PyTorch, TensorFlow, vLLM, or llama.cpp Experience with cyber or intelligence...
, AutoGen, CrewAI, LlamaIndex Workflows, Semantic Kernel). ​Tool Calling & Function Calling: Deep expertise in structuring...
and orchestration frameworks (e.g., LangGraph, AutoGen, CrewAI, LlamaIndex, or custom in-house runtimes). Proven track record working...
, or CrewAI, with strong judgment about when to use frameworks versus building lighter-weight primitives Model-level work using...
, LlamaIndex, Semantic Kernel, or CrewAI, with strong judgment about when to use frameworks versus building lighter-weight...