Product Engineering Lead — AI & Agent Platform Tabhi Inc. — Product Engineering — Job Description
Job Title: Product Engineering Lead — AI & Agent Platform
Posting Title: AI Architect — Agent Platform
Experience Required
Reports To: VP, Product Engineering
Function: Product Engineering — works across multiple platforms

Work Mode: Work From Office

You will join the product engineering group and work across several AI-native platforms, not a single product . You report to the VP of Product Engineering, who owns platform-wide architecture and the roadmap. Inside the agent platform, the design and the delivery are yours: you turn direction into specifications, lead a small pod through them, write a valuable share of the code yourself, and own what ships.
Our stack: Next.js and React Native on the front end; Java and Spring Boot services; Python, FastAPI and LangGraph in the AI layer; MongoDB Atlas with vector search, Redis, Kafka and Elasticsearch; AWS and Oracle Cloud.
This is a hands-on lead role, not a management one.



We build with AI coding agents every day — Claude Code most of all. You structure repositories so an agent inherits the architecture rather than inventing one: context files, conventions, custom commands, sub-agents, hooks, MCP servers wired into your own loop.
We would genuinely like to see what you have built — repositories, context files, write-ups, or a walkthrough of a project you are proud of.
Human-in-the-loop and approval gates that genuinely halt execution, with a test proving it.
Build-versus-buy across LLM providers, vector stores, orchestration frameworks and voice vendors, weighed on capability, cost, latency and lock-in.
Choosing the right technique for each problem — retrieval, a tool call, a fine-tune, or a deterministic rule.
Retrieval and vector strategy on MongoDB Atlas — chunking, hybrid search, reranking, freshness.
Evaluation and quality
Evaluation suites and behavioural regression testing that run in CI, not in a notebook.
Golden da

📌 Design Engineer (Hyderabad)
🏢 Mondee
📍 Hyderabad