You gain
MLOps Engineer
- Add agent deployment + MCP integrations
AI-Powered Automation Efficiency
Cohort Open2 months Live
Build the AI agents companies actually hire for.
Whatever you are today. MLOps engineer, data scientist, tester, developer. You can become the person who automates your entire organization with AI. This is your platform. Your ideas shape the syllabus.
12 AgentsOrg RunbooksBusiness MetricsVibe CodingMCPDemo Day
Investment
₹20,000
One-time · Lifetime recording access included
✓Lifetime recording access
✓1-on-1 mentorship from Rajinikanth
✓Org-specific runbook training
✓Business metrics and ROI one-pagers
✓Syllabus evolves with your ideas
✓5 to 6 portfolio agent builds
Enroll on WhatsApp💰
₹20,000
Course fee
♾️
Lifetime access
Recordings
🎯
1-on-1 support
Mentorship
📋
Evolves with cohort ideas
Syllabus
📊
Business-level ROI
Metrics
📖
Per-organization
Runbooks
Live on ZoomLive Demo Session
AI-Powered Automation Engineer Course
Daily · 6:30 PM IST · Starting Jul 11, 2026
Meeting ID: 872 1840 6889 · Passcode: 1111
YouTube · Rajinikanth Vadla
Watch the AI Automation course on YouTube
Live demos and labs from the AI-Powered Automation Engineering course — MCP, Bedrock agents and company AI agents.
AI-Powered Automation Engineering Course | Live Demo for Real Enterprise Engineers
Live demo of the AI-Powered Automation Engineering course — build company AI agents with MCP, RAG and enterprise tools.
AI Automation + MLOps Career Program Courses For Job Ready
How the AI Automation and MLOps career programs prepare engineers for job-ready AI roles.
MCP Server Setup: Build Remote MCP Server Hands-On Lab 2026
Hands-on MCP server lab from the AI Automation path — build remote Model Context Protocol servers.
AWS Bedrock AI Agents Tutorial 2026 | Build Production Agents with AgentCore
Build production AI agents on AWS Bedrock AgentCore — part of the AI automation and agents curriculum.
More on YouTube →
Prefer the full live cohort? View all courses
This course is for you
Whatever you are, this course is for you.
You become the AI Automation Engineer your organization needs.
You don't need a new job title on day one. You need the skills to automate incidents, docs, tickets, HR, onboarding, and costs inside the company you're already in. MLOps, Data Science, AI Engineer, QA, DevOps, Backend. If you can code even a little, this is built for you.
You gain
Data Scientist
- Ship RAG + LLM automations to production
You gain
AI Engineer
- Wire agents to Jira, Slack, and real systems
You gain
QA / Test Engineer
- Automate triage, reports, and test agents
You gain
Software Developer
- Vibe code + build full agent stacks
You gain
DevOps / SRE
- Incident agents + runbook automation
You gain
Business / Ops
- HR, onboarding, and cost agents
You gain
Student / Fresher
- Portfolio agents that get you hired
Company agents
What you build standing up in your org
Companies don't want more AI tools. They want agents that triage incidents, answer from docs, update Jira, control costs, and onboard people, wired together safely. That's what you build here.
You build in the course
When something breaks
Incident Agent
- Triage alerts by severity
- Create Jira tickets with context
- Pull runbook via RAG
- Notify Slack with summary
Answers from your docs
RAG Agent
- Policy and runbook Q&A
- Source-cited answers
- Org-specific runbook updates
- Private on-prem with Ollama
AI that does things
MCP Connected Agent
- Query databases in plain English
- Read/write GitHub issues
- Update Jira from chat
- Act on live systems safely
Day-to-day people ops
HR Agent
- Handbook FAQ bot
- Leave request drafts
- HR ticket from Slack
- Interview prep summaries
New hire journey
Onboarding Agent
- Day-1 checklists per org
- IT access ticket drafts
- Welcome Slack message
- Training path suggestions
FinOps for AI + cloud
Cost Analyzer Agent
- LLM token spend tracking
- Cloud bill anomaly alerts
- Budget threshold Slack alerts
- Model routing to save cost
Templates you take home
Secure exits
Offboarding Agent
- Access revocation checklist
- Knowledge transfer prompts
- Exit interview summary
Guardrails + audit
Security Agent
- Block unsafe AI outputs
- PII and prompt-injection checks
- Audit log summaries
Tier-1 customer help
Support Agent
- FAQ from product docs
- Escalate hard cases to humans
- Draft reply for approval
Revenue + leadership
Sales & Manager Agent
- Meeting notes → action items
- CRM update drafts
- Weekly team digest
Inbox automation
Email Triage Agent
- Classify and route emails
- Summarize threads
- Draft responses for review
Ship with confidence
Release Agent
- PR summary for reviewers
- Auto release notes
- Slack changelog post
Org ready
Runbooks and ROI your manager signs off on
Runbooks
Runbooks that match your organization
Generic templates don't ship in production. You learn to build and update automation runbooks mapped to how your company actually works, incident playbooks, onboarding checklists, HR policies, and ops SOPs.
- Ingest your org's docs, wikis, and policies into RAG agents
- Auto-update runbooks when processes change
- Incident playbooks wired to Jira severity and Slack channels
- Onboarding/offboarding checklists per department
- Version-controlled runbooks your team can audit
Metrics
Business metrics leadership believes
Every agent you build comes with metrics that matter to managers, not just 'it works', but proof of value.
⏱️
Time saved
Ticket triage: 15 min → 2 min
💸
Cost reduced
LLM spend down 30% via routing
🚨
Incidents resolved
First-response 40% faster
🎉
Onboarding speed
Day-1 setup: 4 hrs → 45 min
💬
Deflection rate
60% HR questions via RAG bot
📈
ROI narrative
One-pager your CTO can present
Enterprise
What big companies are looking for
The skills in every enterprise AI job post, taught hands-on here.
Production AI agents
- Not chatbots. Agents that act on Jira, Slack, GitHub, and databases
RAG on company knowledge
- Runbooks, policies, and wikis. Answers with sources, updated per org
MCP & enterprise integrations
- The rare skill: AI connected to live business systems
Multi-cloud AI deploy
- AWS Bedrock, Azure AI Foundry, Vertex AI. Portable SDK skills
Governance & guardrails
- Security, human-in-the-loop, compliance. What CTOs require
Business metrics & ROI
- Time saved, cost cut, deflection. Proof leadership funds
Fortune 500 IT teamsProduct companiesBanks & fintechSaaS startupsConsulting firmsGCCs in India
Agent flow
One incident. Six agents. Full ROI.
The capstone you demo on graduation day, wired like real companies deploy.
Connected agent flow
Alert fires
Incident Agent
- Classifies severity
Ticket created
MCP Agent
- Jira ticket with context
Runbook found
RAG Agent
- Pulls org-specific fix steps
Safety check
Security Agent
- Validates remediation
Team notified
Manager Agent
- Slack digest posted
Metrics logged
Cost Agent
- ROI + spend tracked
Production ready
- Human-in-the-loop, AI drafts, human approves, then it sends
- Org-specific runbooks, updated as your processes change
- Business metrics, time saved, cost cut, deflection rate
- Agent evals, test before you ship
- Guardrails, Bedrock + prompt policies for safe output
Portfolio pack
- GitHub repo per agent
- Org-specific runbook package
- Business metrics one-pager
- Architecture diagram
- Demo day presentation
Open platform
An open platform. Your ideas become the syllabus
Come with your organization's problems. Bring automation ideas from your workplace. In every cohort we discuss what's real, and the best ideas get built live, recorded forever, and added to the program for everyone.
This isn't a closed course. It's a living platform you shape.
You bring an idea
- An automation your team needs
We build it live
- In cohort sessions with mentorship
It enters the syllabus
- Recorded, available to all alumni
Course syllabus
Full 2 months Syllabus
6 modules. Every topic, lab, and build outcome. Tap any module to see the full breakdown.
A syllabus that grows with you
This isn't a frozen Udemy playlist. New agent patterns, tools, and automations emerge every month. In every cohort, we discuss what's landing in real companies, and the best ideas become part of the syllabus for everyone.
- New MCP connector patterns from student workplaces
- Fresh agent ideas from live Q&A sessions
- Tool updates (Cursor, Bedrock, Azure Foundry) woven in immediately
- Industry-specific labs: SaaS, fintech, enterprise IT
- Alumni-requested deep-dives added to recordings library
6 modules · tap to expand labs, topics, and builds
1Module 1Week 1 2
Ship Mode, Vibe Coding, GSD & Dev Velocity
Vibe coding with Cursor, GSD execution with Codex, rapid UI with Lovable, the velocity layer every agent builder needs.
You build: Shipped feature + ticket-to-PR automation
Vibe codingCursorCodexGSD
2Module 2Week 2 3
LLM APIs, Local Models & Document Automation
ChatGPT, Claude, Gemini, DeepSeek APIs plus Ollama and LM Studio for private automations. Structured outputs for business data.
You build: Document triage automation with JSON output
LLM APIsOllamaDeepSeekPrompt engineering
3Module 3Week 3 4
RAG Agent + Organization Runbooks
Build RAG agents grounded in your company's docs. Learn to ingest, update, and version runbooks as processes change, the backbone of every enterprise agent.
You build: RAG agent with org-specific runbooks and citations
RAGRunbooksKnowledge baseBedrock KB
4Module 4Week 4 5
MCP Agent, Jira, Slack & GitHub
MCP connects AI to live systems. Wire agents to Jira tickets, Slack channels, GitHub repos, and databases, the integration layer companies pay for.
You build: Agent connected to Jira + Slack + data source
MCPJiraSlackIntegrations
5Module 5Week 5 6
Business Agents + Metrics Dashboard
Build 3 business agents from the gallery. Every build includes business-level metrics, time saved, cost reduced, deflection rate, in a dashboard your leadership understands.
You build: 3 agents with metrics one-pagers
CrewAILangGraphBusiness metricsn8n
6Module 6Week 7 8
Deploy, Innovate & Get Hired
Deploy on Bedrock, Azure AI Foundry, and Vertex AI. Capstone connected flow. New cohort ideas become syllabus updates. Portfolio pack and demo day.
You build: Cloud agent + portfolio + demo day ready
BedrockAzure FoundryVertex AIDemo day
How you work
Ship mode
Vibe coding
- Ship fast in flow with Cursor, Lovable, and Bolt, prototype before you over-engineer.
GSD execution
- One clear task in, working output out, human review, Codex and agent mode done right.
Production gates
- Human-in-the-loop, evals, guardrails, demos that managers trust.
1-on-1 Mentor1-on-1 mentorship from Rajinikanth
Included in ₹20,000Stuck on an agent build? Need help positioning for interviews? Want feedback on your company's automation roadmap? Direct mentorship support is included, the same personal guidance from my 1:1 mentorship program, built into this cohort.
- ✓Direct access during live sessions and office hours
- ✓Code and architecture review for your agent builds
- ✓Career guidance, resume, LinkedIn, interview prep
- ✓Company automation strategy when you enroll as a team
- ✓WhatsApp support for blockers between sessions
Join the next cohort
₹20,000
One-time · Lifetime recording access included
- ✓Code in Python or JavaScript (beginner OK)
- ✓No AI experience required
- ✓Laptop + stable internet
- ✓₹20,000, Lifetime recordings, Mentorship included
Team batches | Company invoices | Reply within 24h
Questions
FAQ
What is the course fee?+
₹20,000 one-time. Includes all live sessions, lifetime recording access, labs, portfolio reviews, and 1-on-1 mentorship support from Rajinikanth during the cohort.
Do I get lifetime recording access?+
Yes. Every live session is recorded. You keep access forever, including new modules and updates added from cohort innovations.
Is 1-on-1 mentorship included?+
Yes. Direct mentorship from Rajinikanth, code reviews, architecture feedback, career guidance, and WhatsApp support for blockers. Same personal attention as my dedicated mentorship program.
Does the syllabus evolve?+
Absolutely. New agent patterns, tools, and automations discussed in the cohort get woven into the syllabus. Your ideas can become part of the program for future batches too.
What are organization runbooks?+
Runbooks mapped to how your company works, incident playbooks, onboarding checklists, HR policies. You learn to build, ingest, and auto-update them in RAG agents, not generic templates.
What business metrics will I learn?+
Time saved, cost reduced, ticket deflection, onboarding speed, and ROI narratives, packaged in one-pagers and dashboards leadership actually reads.
I am MLOps / Data Science / QA, is this for me?+
Yes. Whatever your role today, MLOps, Data Science, AI Engineer, QA, DevOps, developer, or student, this course turns you into the person who builds AI automations inside your organization. If you can code in Python or JavaScript, you're ready.
Can my workplace automation idea become part of the syllabus?+
Absolutely. Bring your org's problems and automation ideas. We discuss them live, build the best ones in cohort, and they get recorded and added to the evolving syllabus for all students, lifetime access included.
How do I enroll?+
WhatsApp (+91-9100028801) or Topmate. Reply within 24 hours. Limited seats.
₹20,000. Lifetime access. Real agents.
Whatever you are today, you leave as an AI Automation Engineer. Your ideas shape the program.
Enroll Now →