شرح موقعیت
ABOUT: Build and ship the GenAI/agentic solution end-to-end — from PoC through production go-live. KEY RESPONSIBILITIES Own end-to-end build of the GenAI/agentic solution once scoped — architecture through implementation Integrate the solution into the client's live environment — auth, data access, existing systems, legacy interfaces Adapt the build on-site as real usage surfaces edge cases the original design didn't anticipate Debug and resolve production issues directly within the client's infrastructure Set up monitoring and handoff documentation for the client's own team Serve as the primary technical point of contact for the client during delivery Head the delivery pod for GenAI/agentic engagements when appropriate Flex into presales support when pursuit volume outpaces Hub capacity Feed build learnings back into the practice's estimation and pattern library Manage client expectations under shifting scope or timeline pressure REQUIREMENTS & SKILLS 10–15+ yrs shipping production software, with hands-on GenAI/LLM/agentic build experience Full-stack range across the GenAI application layer — orchestration, retrieval, integration, deployment Comfortable debugging across the stack: infra, application code, model behavior Experience integrating with enterprise systems (SSO, legacy APIs, data governance constraints) Working knowledge of major agentic/GenAI platforms likely in the client's environment — Microsoft Azure AI Foundry, AWS Bedrock/Strands Agents, and Google Vertex AI; comfortable with open-source alternatives (LangChain, LlamaIndex) as a good-to-have when the client has no platform preference Comfortable being the senior technical presence in the room with a client's engineering team Strong client-facing communication — explains technical tradeoffs under time pressure Track record of taking ambiguous, partially specified designs to a working production system Resilient under the pressure of on-site, client-facing delivery with visible deadlines Prior forward-deployed, startup, or embedded-consulting experience is a strong plus