About the role We're building a chat-based assistant that lets advertisers optimize their Meta campaigns in plain language. Users ask open-ended questions like "I want more leads," "my leads are coming from too far away," or "my leads aren't answering." The system has to work out what's actually wrong, pull the right campaign data, and recommend or take action. You'll design and build the agentic core of this product. It's an active, in-development project, so you'll be joining a live codebase, not starting from a blank page. What you'll do- Design and build a multi-step agent that turns vague user goals into diagnosis and action on Meta campaigns- Implement tool/function calling against our Quick API backend and the Meta Marketing API- Build agent workflows with Lang Graph (state, branching, retries, human-in-the-loop checkpoints)- Enforce structured outputs (JSON schema / Pydantic) so agent actions are safe and predictable- Add guardrails so the agent never takes a costly campaign action without validation- Set up evaluations and tracing (e.g. Lang Smith or Langfuse)



to measure accuracy, latency, and cost per conversation- Containerize and deploy services on AWS (EKS, EC2) with Docker- Work closely with the frontend team (Next.js) on streaming chat responses and agent state in the UIMust have- 2+ years of hands-on Python development, including async code and API design with Fast API- At least one agentic system you have built and shipped (not just a tutorial or wrapper around a single prompt)- Practical experience with LLM tool/function calling and multi-step agent patterns (Re Act, planner–executor, or graph-based workflows)- Working knowledge of Lang Graph or an equivalent orchestration framework- Experience evaluating LLM outputs: test sets, failure analysis, prompt iteration based on results- Docker, AWS (EKS, EC2), Linux servers and SSH access- Git and Git Hub workflows (branches, PRs, code reviews)- Clear written and spoken communication in English. You

📌 Ai Engineer: Agentic Systems (Gurugram)
🏢 Blynk Ads
📍 Gurugram