Location: Chennai, Tamil Nadu

Employment Type: Full time / Freelance (Contract)

Experience Required: 10+ Years in IT (Minimum 4+ Years specifically in Agentic AI & Generative AI Engineering)

About the Role

We are seeking an industry veteran and technical leader for the role of Lead AI Engineering Trainer specializing in Forward Deployed AI and Agentic Systems. Enterprise AI is moving away from basic chat interfaces toward autonomous, tool-using, multi-agent workflows built inside complex client environments.

In this high-impact role in Chennai, you will design, deliver, and mentor senior software engineers, architects, and technical teams on how to build, deploy, and govern production-grade Agentic AI applications. You will bridge the gap between core LLM theory and the messy realities of Forward Deployed Engineering (FDE)—teaching engineers how to work embedded within enterprise codebases, handle unstructured data, build guardrails, and implement robust evaluation suites.

Key Responsibilities
- Curriculum & Lab Delivery: Architect and deliver hands-on, project-based training on





single/multi-agent frameworks, tool use, context engineering, and Model Context

Protocol (MCP) implementations.
- Forward Deployed Engineering Methodology: Teach best practices for embedded

deployment—working inside client cloud environments, refactoring legacy architecture,

handling enterprise compliance, and managing human-in-the-loop workflows.
- Agentic Frameworks & Patterns: Walk learners through building production agents

using orchestration frameworks (e.g., LangGraph, CrewAI, AutoGen, LlamaIndex

workflows) and modern AI SDKs.
- Evals & Guardrails Coaching: Mentor engineers on designing AI evaluation harnesses,

hallucination checks, groundedness metrics, unit testing for non-deterministic code, and

latency/cost optimization.
- Real-World Capstone Guidance: Lead learners through building end-to-end "Customer

Zero" enterprise agent projects (e.g., automated document proce

📌 Lead AI Engineering Trainer (Sholinganallur)
🏢 w2s solutions
📍 Sholinganallur