Job Description
Key Responsibilities
AI System & Agentic Workflows
Design, build, and optimize agentic AI systems using modern agent frameworks (e.g., Lang Graph, Auto Gen, Haystack Agents, Re Act-style agents).
Implement multi-agent collaboration patterns, task orchestration, memory architectures, tool integrations, and reasoning-enhancing strategies.
Develop secure, robust, and scalable tool‑calling and function-execution flows for agents operating in dynamic environments.
RAG Architecture & LLM Applications
Architect and deploy RAG pipelines , including:
Document ingestion, text splitting, metadata extraction
Vector database integration (e.g., Postgress)
Query transformation, retrieval optimization, re-ranking, and grounding
Evaluate and optimize RAG components for latency, accuracy, hallucination reduction, and domain specificity.
Integrate RAG workflows with LLMs from Open AI, Azure Open AI, Anthropic, or open-source models.
Data Science & Machine Learning
B...
AI System & Agentic Workflows
Design, build, and optimize agentic AI systems using modern agent frameworks (e.g., Lang Graph, Auto Gen, Haystack Agents, Re Act-style agents).
Implement multi-agent collaboration patterns, task orchestration, memory architectures, tool integrations, and reasoning-enhancing strategies.
Develop secure, robust, and scalable tool‑calling and function-execution flows for agents operating in dynamic environments.
RAG Architecture & LLM Applications
Architect and deploy RAG pipelines , including:
Document ingestion, text splitting, metadata extraction
Vector database integration (e.g., Postgress)
Query transformation, retrieval optimization, re-ranking, and grounding
Evaluate and optimize RAG components for latency, accuracy, hallucination reduction, and domain specificity.
Integrate RAG workflows with LLMs from Open AI, Azure Open AI, Anthropic, or open-source models.
Data Science & Machine Learning
B...
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