I help Engineering Managers, Product Managers, and Product Owners learn how to practically use AI to build and ship software. I have with 15+ years of experience building distributed systems and fintech platforms and leading engineering teams across India and the US. Over the last year, I've been deeply hands-on with Agentic AI - building RAG pipelines, working with LangGraph and Google's ADK, and using AI coding tools like Claude and Cursor to build and ship real applications. I've built working AI systems including an AI-powered news aggregator with a complete RAG pipeline and an IT support agent - not just demos or slide-deck prototypes. ### Who I help I primarily work with **Engineering Managers, Product Managers, and Product Owners**, especially those working in Tier 2 and Tier 3 companies who want to move beyond "we should use AI" and actually understand how to use it. ### What I help you learn 1. AI Coding Agents * How to use AI coding agents effectively - even if you're not a hands-on developer * How to give agents the right context, instructions, constraints, and feedback * How to go from an idea to a working application using AI 2. Context Engineering * How to provide the right context to AI agents * How to structure requirements, instructions, documentation, and constraints * How to make AI agents produce more reliable results 3. Harness Engineering * How to structure the tools, workflows, and guardrails around AI coding agents * How to evaluate whether your AI development workflow is actually improving engineering productivity 4. RAG & AI Applications * How a RAG system actually works * How to design and build a RAG pipeline * Understanding embeddings, vector databases, retrieval, reranking, and evaluation 5. AI Tools * Which AI tools are actually useful for engineering and product teams * How to choose and use AI tools without creating unnecessary complexity 6. System Design * Practical system design fundamentals * How to reason about scalability, reliability, APIs, databases, caching, queues, and distributed systems * System design from someone who has actually built and operated these systems I also provide career guidance and mentorship for engineers with 3–6 years of experience, particularly around frontend, full-stack engineering, system design, and career growth.