Cohort / 2026

AI Agents Accelerator

Go from concepts to deployed agents in 4-Weeks. Learn to build, deploy, and scale production-ready AI agents with our comprehensive accelerator.

Live Sessions
Next Cohort starting on 13th January, 2026
You and I will work on these:
Agentic AIMCPRAG SystemsAI System DesignAI Engineer Portfolio

See What You'll Build

Watch real students build and deploy production-ready AI agents in just 4 Weeks

Problem, Solution, and ROI

From LLM prototypes to production-ready autonomous systems, master the architectural patterns that separate toy demos from enterprise-grade AI agents.

1The Core Problem We Are Solving

The Gap Between LLM Prototypes and Production-Ready Autonomy

Engineers today know how to use an LLM via an API call, but they face immense challenges when trying to build reliable, high-quality, autonomous systems for the enterprise.

AI Agent Architecture
2The Solution: The 2025 AI Agent Architect

Mastering Advanced Agentic Design Patterns

The AI Agents Accelerator provides the definitive architectural blueprint, toolset (LangGraph, CrewAI, ADK principles), and methodology needed to transition from building fragile LLM wrappers to engineering robust, autonomous AI systems.

AI Agent Architecture Diagram
3The Professional ROI (Return on Investment)

From LLM User to AI Agent Architect

Completing this Accelerator transforms a professional from an LLM user into an AI Agent Architect highly coveted and necessary role in the 2025 AI economy.

1

Higher Earning Potential

2

Production Readiness

3

Portfolio and Credibility

4

Technical Differentiation

Curriculum

4 weeks. 12 live sessions. 4 production-ready AI Agents.

1
Week 1

Core Agent Foundations, Tooling, and Control Flow

Master the fundamentals of AI agents, ReAct patterns, tool integration, and control flow

Live Sessions:
Session 1 (Tue): Core Agent Loop & Reasoning - ReAct Framework implementation
Session 2 (Thu): Tool Mastery & Function Calling - Build Research Agent with custom tools
Office Hours (Fri): Flow Control Patterns - Chaining & Parallelization
Extra Session (Sun): A Day in the Life of a Senior AI Engineer
Tools & Frameworks:
Python, LangChain (LCEL), LangGraph, OpenAI/Gemini API, Pydantic, Tavily Search API
You'll Learn:
Implement ReAct Framework with Thought/Action/Observation loop
Build custom Research Agent with structured function calling
Master prompt chaining and parallelization patterns
Understand the AI Engineer technology stack
2
Week 2

Contextual Cognition - Memory, Planning, and Advanced Reasoning

Implement memory systems, RAG, planning patterns, and self-correction mechanisms

Live Sessions:
Session 3 (Tue): Memory Management & Contextual RAG - Short-term & long-term memory
Session 4 (Thu): Planning, Goal Setting, and Self-Correction - CrewAI planning patterns
Office Hours (Fri): Advanced Reasoning Deep Dive - Chain-of-Thought & Tree-of-Thought
Extra Session (Sun): Senior AI Engineer Role Deep Dive
Tools & Frameworks:
LangChain Memory, Vector Stores (Chroma/Weaviate), CrewAI, LangGraph, Embeddings
You'll Learn:
Build Conversational Agent with dual memory systems
Implement Planning Pattern with goal decomposition
Apply Chain-of-Thought and Tree-of-Thought reasoning
Master the Reflection Pattern for self-correction
3
Week 3

Multi-Agent Orchestration and Interoperability

Design collaborative multi-agent systems with state machines and communication protocols

Live Sessions:
Session 5 (Tue): Multi-Agent Collaboration (CrewAI) - Role-based agent systems
Session 6 (Thu): State Machines (LangGraph) & Protocols - MCP and A2A communication
Office Hours (Fri): Architecture Deep Dive - Agent as a Tool patterns
Extra Session (Sun): AI Engineering Architecture Patterns
Tools & Frameworks:
CrewAI, LangGraph, Model Context Protocol (MCP), A2A Communication, ADK
You'll Learn:
Design specialized multi-agent systems with role delegation
Build stateful LangGraph agents with conditional flows
Implement Agent as a Tool architecture patterns
Understand enterprise communication protocols
4
Week 4

Production, Security, and Optimization

Deploy production-ready agents with safety guardrails, monitoring, and optimization

Live Sessions:
Session 7 (Tue): Safety, Guardrails, and Human Oversight - HITL and policy enforcement
Session 8 (Thu): Optimization, Monitoring & Deployment - FastAPI and dynamic model switching
Project Lab (Fri): Capstone Support - Architecture documentation and Model Cards
Demo Day (Sat): Final Project Showcase - Multi-Agent Trip Planning System
Tools & Frameworks:
FastAPI, Docker, Pydantic Validation, Guardrails, HITL, Resource-Aware Optimization
You'll Learn:
Implement safety guardrails and human-in-the-loop systems
Build production-ready API with dynamic model switching
Set up monitoring, evaluation, and resource optimization
Deploy complete multi-agent system with professional documentation
Graduation

Career & Next Steps

Complete your AI Engineer transformation with career planning and professional portfolio development

Live Sessions:
Graduation Day (Sun): Career & Next Steps - Alumni network integration and career roadmap planning
Tools & Frameworks:
Alumni Network, Portfolio Templates, LinkedIn Optimization, Professional Documentation
You'll Learn:
Create personalized AI Agent Career Roadmap
Complete Portfolio Submission Package with capstone project
Develop refined LinkedIn summary showcasing AI engineering skills
Draft professional blog post outlining capstone architecture and learnings

The 4 Production AI Agent Projects

Build real-world AI agents that solve business problems and showcase professional-grade implementation skills.

ProjectOutcomeCore Technologies
Customer support agent
[Project 1]
reduce support costs and improve customer response time
routingsequential handoffsRAG integration
Financial analysis agent
[Project 2]
automate investment research and increase analyst productivity 10x
tool usereasoningdata integration
Sales qualification agent
[Project 3]
automate lead scoring and increase sales representative productivity 4 times
multi-agent collaborationexternal APIsplanning
Incident management agent (AIOps)
[Project 4]
reduce infrastructure incident response and resolution time
planningguardrailsexception handlingrecovery

What Professionals Say

Real results from real students who transformed their AI Engineering skills.

Mamta Kumari
Mamta Kumari
Data Analyst at Amazon

"It helped me to upskill tremendously. I was feeling stuck in my career with no clear growth path, but this course completely transformed my technical abilities. The hands-on projects were particularly beneficial and now I confidently work with AI concepts that seemed impossible months ago. I highly recommend it to anyone looking to break into the field of AI engineering."

Saravanan S
Saravanan S
AI Engineer at Tejis.AI

"I successfully made my transition to AI from mechanical engineering, which seemed impossible at first. The field was so complex and intimidating, but Himanshu's guidance and structured approach made this career change not only possible but smooth. His mentorship was exactly what I needed."

Meena Chokkalingam
Meena Chokkalingam
Data Engineering at Amazon

"Himanshu's approach of building solid foundation first, then diving deep with hands on sessions has really benefited me. I used to struggle with AI concepts and feel overwhelmed, but now I can grasp new concepts quickly. His methodology completely transformed how I learn complex topics."

Layesh Padole
Layesh Padole
ML Engineer at SAS

"Himanshu's technical expertise was exceptional, and his deep understanding of machine learning concepts truly stood out. Beyond just the technical skills, he went the extra mile by helping us build our portfolios."

Priyank Sharma
Priyank Sharma
Engineering Head at Dr. Reddy's Lab

"My understanding of AI concepts improved dramatically through this course. The hands-on experience was invaluable and transformed my scattered theoretical knowledge into practical skills. I'm now building real projects instead of just reading about AI. The practical approach was exceptional."

Tanmay Chakraborty
Tanmay Chakraborty
ML Engineer at PwC

"He is a great instructor and mentor with deep understanding of the subject. Complex AI concepts that once felt impossible to grasp are now easy to understand and implement thanks to his teaching. Himanshu has an exceptional ability to make even the most challenging topics accessible."

Milan T Desai
Milan T Desai
Principal Consultant - Analytics at Infosys

"Past courses on ML foundations and Gen AI have been very useful in my work. I can now confidently apply concepts I learned in real-world projects, which wasn't possible when I only had theoretical knowledge. The transformation from understanding concepts on paper to delivering actual AI solutions has been remarkable."

Hamad Mohammed Bahadi
Hamad Mohammed Bahadi
Senior Consultant at Business Intelligence

"My experience with Himanshu's course on Generative AI has been a game-changer. As someone deeply involved in data management and analytics, I was watching AI transform industries from the sidelines. Now I'm an active participant in the AI revolution, combining my data expertise with cutting-edge AI capabilities. This course provided both theoretical depth and hands-on experience."

Rahul Paul
Rahul Paul
Cloud Engineer at Telstra

"Significant increase in skills sets in ML domain and also in the field of Generative AI. My basic ML knowledge has grown tremendously and I now confidently work with advanced AI technologies. The course is well structured and covers all the essential topics. The transformation has been remarkable."

Ram Rallabandi
Ram Rallabandi
Consultant at Vpr Zeal Inc

"Himanshu has great skill to explain complex concepts in simple ways. I was frustrated with other courses that made AI seem impossible, but his teaching methodology makes even the most challenging topics accessible. His approach completely changed my learning experience and transformed how I understand AI."

Poornima
Poornima
BI Consultant at Deloitte

"The course was designed for everyone to enjoy and work hands-on. Most AI learning felt boring and theoretical to me, but this Accelerator made me actually enjoy learning. The practical approach and real-world examples made learning engaging and effective. I now get excited about technical sessions instead of dreading them."

Kola Naga Narasimha Sai Chaithanya
Kola Naga Narasimha Sai Chaithanya
Product Manager at Brane Enterprises

"This course is an excellent learning experience for both beginners or those with some experience. I was intimidated at first, unsure if I could keep up, but the structured approach with case studies made complex topics manageable. Community support is the best thing - Himanshu is available when we need help, and I never felt alone in my learning journey."

Prasad Deshmukh
Prasad Deshmukh
Analytics Engineer at Data Analytics

"Training from Himanshu has helped me a lot. The course is designed from zero to hero, which was perfect since I started with no AI knowledge. Along with the training, we work hands-on, and the great part is Himanshu is there to guide us. I now stay current with the latest technology changes, which seemed impossible when I was overwhelmed at the beginning."

Surjit Choudhury
Surjit Choudhury
Sr. Data Architect at Envision Pharma Group

"The production deployment module alone is worth 5x what I paid for this course. I could build models but had no clue about production deployment - I was stuck creating prototypes. Now I confidently deploy AI systems with so many practical tips that aren't documented anywhere else. This knowledge transformed my capabilities completely."

Sunke Akhil
Sunke Akhil
Operations Specialist at Iqvia

"Himanshu's expertise in AI was instrumental in demystifying the field for me. AI felt like a complete mystery and I had zero confidence about entering this space, but his guidance provided a clear path for my successful career transition. He didn't just teach concepts - he boosted my confidence and made me ready for success."

Anu Pahalajani
Anu Pahalajani
Infra/DevOps Consultant at C1

"Last time I only attended 2 sessions due to work-related priorities, but I couldn't join the rest of the classes. Even so, the initial classes were very insightful and completely changed my perspective on AI. I thought it would take years to understand these concepts, but just those sessions gave me incredibly valuable insights and clear direction."

Chandraprabha
Chandraprabha
Data Scientist at Digitaversal

"It's really helpful and Himanshu is an excellent professional. His teaching style makes complex concepts easy to understand, which completely transformed my learning experience. I used to feel frustrated and stuck, but now I actually enjoy learning these concepts. His approach turned what seemed impossible into something accessible."

Miit Dholakia
Miit Dholakia
Masters Student at OVGU

"Very positively impressed. Himanshu dives deep into the foundations, making sure all relevant topics are covered with proper depth and clarity. My AI knowledge was shallow before, but now I have solid understanding instead of surface-level knowledge. The transformation in how I grasp complex topics has been remarkable."

Pavan Chetluri
Pavan Chetluri
HR Manager at Jiraaf

"Good course structure and content. I was worried about finding something that taught practical skills instead of just theory, but this completely exceeded my expectations. The course is well-structured and covers all essential topics. The hands-on projects were particularly beneficial - I'm now building real projects instead of just reading about AI."

Rishabh Rathore
Rishabh Rathore
AI Engineer Freelancer at Freelancer

"I am incredibly grateful to have had the opportunity to work and learn under Himanshu's guidance. He is an exceptional mentor and true expert in Data Science, Machine Learning, AI, and Generative AI. I felt lost in this vast field before, but his outstanding teaching skills make complex concepts easy to understand and turned my confusion into confidence."

Vivek Kumar
Vivek Kumar
Software Engineer at Tech Solutions

"Himanshu's courses have been instrumental in my professional growth. I was stuck in traditional software engineering with no clear path to AI, but the comprehensive curriculum and practical approach helped me transition into AI engineering successfully. What seemed like an impossible career change became achievable through his guidance."

Invest in Your Agentic Skills

Position yourself in the top 1% of AI Experts

Self-Paced AI Agents Guide

What you get:

  • Complete AI Agents guide (PDF + Videos)
  • Code templates and examples
  • Deployment checklists
  • Community access

1:1 Mentorship

Claim Your Expert Hour

What you get:

  • All in the Self-Paced AI Agents Guide
  • Career transition - How to get into AI?
  • Project-based mentorship
  • Technical unblocking - stuck in any LLM, RAG, or AI Agents project?
  • Portfolio building - add production-ready AI projects
  • Interview help
Most Popular

Premium Accelerator

Starting on 13th January 2026

Time Slots: 8 AM IST, 2 PM IST & 7:30 PM IST

Apply For Your Spot
Payment

What you get:

  • 12 live sessions (90 min each)
  • Production deployment support
  • 1-on-1 mentorship sessions
  • Private community access
  • Lifetime access to recordings
  • Certificate of completion
  • Referals to Hiring Partners

💯 Satisfaction Guarantee

If you do not get what you want after the Accelerator, we will work with you until you do.

If after the first week, you feel it's not the right fit for you, we offer a full, no-questions-asked refund. (Not for EMI plans)

Accelerator Bonuses

Get these valuable resources completely free when you join the AI Agents Accelerator

BONUS #1: Collection of AI Architecture Patterns

AI Architecture Patterns

BONUS #2: 75 Day Hard Guide for AI Engineering

75 Day Hard Guide

BONUS #3: AI Agents 30 Day Guide with Architecture Patterns

AI Agents 30 Day Guide

Join Our Active Community

Connect with fellow AI engineers, share your progress, and learn together in our vibrant Discord community

Discord Community

Learn with 1000+ AI Engineers

Our Discord community is where the real magic happens. Get instant help, share your projects, participate in coding challenges, and network with professionals from top companies.

Daily Discussions

Share progress, ask questions, get instant feedback

Code Reviews

Get your AI agent code reviewed by experts

Job Opportunities

Exclusive job postings and career guidance

Free Resources

Weekly challenges, tutorials, and bonus content

How to Join

Join the waitlist above and get the Discord invite link sent directly to your email. It's completely free and you'll instantly connect with our growing community of AI engineers!

Join via email invite - 100% Free

Frequently Asked Questions

No. If you know Python basics, you are ready. We abstract away complexity and focus on practical building.

Yes. Week 4 is dedicated entirely to deployment using FastAPI/Docker, ensuring your project is live and scalable.

6-8 hours/week max. (2 live 90-min sessions + 3-5 hours of flexible project work). Manageable for professionals.

Basic computer science knowledge and basic Python are required to complete the projects but not needed to follow the lectures and live sessions.

Yes (Premium Tier). All tiers get portfolio guidance. Premium gets 1-on-1 career coaching, resume review, and mock interviews.

We have 3 timing slots for January 13th, 2026 cohort [8 AM IST, 2 PM IST & 7:30 PM IST] every Tuesday and Thursday. Wokshops, guest sessions will be on Sunday (9 AM IST) along with Q&A, and project showcases.

Yes, recordings will be shared with you approximately 15 minutes after the live session ends.

You will get access to a inner circle group link that you should join to begin your journey.

Each session will be of 90 minutes.

Yes, this Accelerator is specifically designed for both leaders and professionals.

Yes, this is a highly practical course with multiple industry-level AI agent applications you'll build throughout the program.

Yes, but we recommend learning basic Python first. Check out our prep materials to get started with the fundamentals.

Yes, you will receive a certification upon successful completion of the course.

If you feel the course isn't right for you, email us within 7 days of enrollment for a full refund (connect@himanshuramchandani.co), no questions asked.

Upcoming Events

Join our live workshops and webinars leading up to the Accelerator launch

Workshops/Masterclass

90 Minutes. Live Coding. For Engineers, Product Managers, VPs, CxOs.

Dec 17 (Wednesday)
2:00 PM - 3:30 PM IST
Build Secure AI on Company Private Data in 90 Minutes
Learn, Build, Deploy, Market

Your Instructor

Instructor

Himanshu Ramchandani

Microsoft MVP | AI Engineering & Leadership

I worked on over 100 Data & AI projects in Energy, Healthcare, Law Enforcement & Defense.

I am the Founder of an AI engineering & Consulting company - Dextar.

I focus on action-oriented AI leadership & engineering implementation drills.

I provide AI Engineering & Leadership training to teams through AI Engineer HQ and The Elite AI Leadership Accelerator.

In the last decade, I have never stopped sharing my knowledge and have helped over 10000+ leaders, professionals, and students.

Microsoft MVP
100+ AI Projects
10k+ Students Taught