How to turn your existing software, cloud and technical experience into production-ready AI engineering skills — without starting from zero. A free live session with Payal Bansal, Production AI Engineering Mentor.
AI is changing software engineering — but learning another collection of AI tools isn't enough. In this practical live session, you'll discover how experienced developers, cloud engineers and IT professionals move from learning AI to engineering real AI systems.
Your Java, backend, cloud, DevOps or software engineering experience becomes the foundation for your move into AI engineering — not something you throw away.
Not tips. A different way of working.
Build a working RAG pipeline first, then interrogate it. We build the loop that turns fear of production AI into a debugging instinct.
Diagrams over vendor hype. Learn to reason about cost, latency, and failure from first principles — not from a sales deck.
Every concept lands in a live AWS environment. You leave with a system running in your own account, ready to break.
Production AI Engineering Mentor · Founder, Production AI Guild
16+ years in enterprise software engineering — Java, Spring, microservices, and 7+ years on AWS — now focused full-time on production AI engineering: RAG, agentic systems, evaluation, and cloud deployment. Payal has delivered corporate training programs at Wipro, Capgemini, Incedo, Telstra, and Accenture, and built the Employee Assistant and other AI systems live in Ramsud's own projects today.
I don't want you to spend months watching courses and still feel afraid to build something on your own.
I've seen how hard it is to bridge the gap between learning and actually doing — the confusion, the dependency, the career pain I've watched so many engineers go through. I take you through doing, building, troubleshooting, and eventually leading.
My mission: help 100,000 technology professionals become confident, hands-on engineers and leaders. This webinar is the basecamp for a community of builders — not a funnel, not a course to buy.
16+ years of Enterprise Software Engineering combined with hands-on, production AI experience — not another AI tools trainer.
Infosys, Amdocs, BlackRock, Ericsson, Accenture. Microservices. Scalable systems. Real production constraints.
Not a YouTuber jumping on hype. An engineer who had to go deep because the market shifted and staying relevant required it.
The Employee Assistant in our projects is live. Handling real HR questions. In production. Right now. You can see eval metrics.
Not selling courses. Invested in your actual career transformation. Helping 10,000 engineers become production AI engineers.
The Modern AI Engineer's Skillset
Technology is 30%. The system around it is 70%.
This webinar is Stage 1. Where it goes after that is up to you.
Internalize the core mental models and vocabulary of an AI engineer.
Ship a production-shaped AI system — real retrieval, real data, real deploy steps.
Stress it, break it, and document a failure you actually diagnosed.
Mentor the next builder and own a system others depend on.
No hidden pitch, no pricing page. Just the session and two things you keep afterward.
60 minutes, live, with Q&A. Recording shared afterward if you can't make it live.
The reference architecture we walk through in the session, yours to keep.
A practical roadmap for turning your existing experience into an AI engineering move.
Not modules. Not toy projects. Real systems companies use in production today:
HR policy Q&A with source citations
Document search across thousands of files
Semantic + keyword retrieval fusion
Grounded generation, zero hallucinations
LLM insights from structured + unstructured data
Multi-step workflows, function calling
We don't just learn AI. We engineer it for production.
Production AI Guild is a community for working IT professionals moving from software engineering into AI engineering — people who understand that technology is 30%, and the system around it is 70%. Build it. Prove it. Deploy it. Own it.
Before you register, understand the complete framework behind production-grade AI systems. This blueprint has been built from 16+ years of enterprise software engineering and real-world AI deployments.
Complete guide from industry experts
A free, private WhatsApp community for software and IT professionals exploring an AI transition. No form, no cost — just practical AI engineering discussion, curated updates, and peer support from Payal Bansal, 16+ years in technology.
Free private WhatsApp community
Just the live webinar. No pitch, no pricing page.
You don't need to start your career over. Your existing experience is the foundation — the webinar is where you find out how.