AI Technology Partners, Inc.
Skills: TypeScript, Python, SQL, MongoDB, AWS, CI/CD
AI Technology Partners (AITP) is a leader in delivering cutting-edge generative AI solutions and managed services, specializing in secure, customizable AI deployments for enterprises. Our offerings are designed to help organizations unlock the full value of AI while maintaining robust security and compliance across their infrastructures.
About the role
At AI Technology Partners (AITP), we empower enterprises to scale revenue & profit —with secure, compliant generative AI solutions.
In this role, you’ll lead the design and delivery of agentic systems that orchestrate tools, data, and policies to solve real business workflows—safely, reliably, and at scale. If you like greenfield architecture, fast iteration, and measurable impact with enterprise clients, this is your playground.
What you'll do
Architecture & System Design (Agentic)
Design multi-agent architectures with robust state management, memory, and routing. Choose and implement leading frameworks such as LangGraph/LangChain Agents, Microsoft AutoGen, CrewAI, LlamaIndex Agents, Semantic Kernel, or Haystack Agents—and justify trade-offs. Build modular components (planners, tool registries, policy guards, evaluators) that are reusable across clients and domains.
Tooling & Orchestration
Integrate enterprise tools and data sources via function/tool calling, webhooks, and event-driven flows (Queues/Service Bus/Functions). Implement retrieval-augmented generation (RAG) patterns with vector stores (Azure AI Search, pgvector, MongoDB Atlas, Pinecone, Weaviate, Milvus) and structured knowledge (SQL/Graph). Add deterministic fallbacks, circuit breakers, and caching to keep latency and cost predictable.
Reliability, Observability & MLOps
Define SLIs/SLOs for agent runs; implement tracing, metrics, and logging (e.g., Langfuse + OpenTelemetry) and build dashboards for run-level analytics. Create evaluation harnesses (automatic + human-in-the-loop) using tools such as Ragas, DeepEval, …truncated… ctions/Container Apps/AKS, Private Lin…
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