Founder & CEO at Stylumia

💡Why this program?
AI’s potential is limitless, but design rigor is what’s lacking.
Most AI systems fail because they’re not built to handle real-world complexity.
Today, it’s not about capability—it’s about design.
💡What problem does it solve?
Real-world work involves complex inputs, incomplete contexts, and high-stakes decisions. AI systems must be intentionally designed to handle constraints, contextual reasoning, and visible, fixable failures to be reliable. Without this rigor, AI rarely integrates into workflows where outcomes matter.
This program starts with this foundational principle.
What This Program Develops ✨
• Deconstruct real work into agent-ready tasks
• Design Al agents with clear roles and guardrails
• Connect agents to real tools, data, and workflows
• Debug issues systematically (not chaotically)
• Improve reliability over time
Course Timings
Weekly Live sessions take place every Thursday from 6:00–7:00 PM (Indian Standard Time).
Join 100 Days of Agent Building for Retail. Learn to build AI agents that automate your daily work without writing code.
Break down real-world tasks into systems suitable for AI agents.
Build multi-step agents with memory, tools, and clear execution logic
Apply system-level thinking using no-code platforms
Identify high-impact opportunities for AI
Map real-world friction to decisions, constraints, and outcomes
Define scope and success before building
Use retrieval (RAG) to work with private and structured data
Integrate tools to move beyond generic model outputs
Reduce hallucinations through grounding and structure
Design guardrails using prompts and deterministic logic
Control non-determinism with structured workflows
Monitor failures, costs, and system behavior
Define clear evaluation criteria
Identify and fix failure patterns
Build feedback loops for continuous improvement
Clearly communicate agent design and trade-offs
Demonstrate working systems under real constraints
Present agents as production-ready solutions

Founder & CEO, Stylumia | Operator and system builder
Retail founders and leadership teams who want AI systems that support real-world execution, not just dashboards and experiments.
No prior coding or AI experience required.
You should be comfortable with digital tools and willing to build, test, and iterate consistently.
This program assumes responsibility and curiosity not technical expertise.

Live sessions
Learn directly from Ganesh Subramanian in a real-time, interactive format.
Lifetime access
Go back to course content and recordings whenever you need to.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Hands-on agent builds
Design and deploy working AI agents throughout the program.
No-code, systems-first approach
Build agentic systems using practical tools no prior coding required.
Program access at no cost
This program is currently offered at no cost. You get full access to live sessions, content, and assignments without any payment required.
Maven Guarantee
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Live sessions
1 hr / week
Thu, Jul 2
12:30 PM—1:30 PM (UTC)
Thu, Jul 9
12:30 PM—1:30 PM (UTC)
Thu, Jul 16
12:30 PM—1:30 PM (UTC)
Hands-on practice
3-4 hrs / week
Async content
1 hr / week
A big thank you to Ganesh and Priyanka for organizing this! I’ve always wanted to learn about agents, and when I saw your post, I decided to give it a try. The experience was great, but there were challenges along the way. The simplicity of the lessons and the focus on experimentation helped me push through those moments. Thanks to this program, I’m now committed to creating one agent every week. It’s not always easy, but the process is enjoyable. For anyone joining, know it takes practice, but it’s worth it. I’m excited to see where this goes!"

Abhishek Lal
Ganesh, I’m echoing what others have said, but looking back over the last 14 weeks, I came in with almost zero understanding of AI what it is, where it’s going, or whether it would even matter for retail. What’s been most enabling is how the course moved from those basic questions to very real, practical examples of how AI can be used in industry and everyday work.
I come from a non-technical background with no coding experience, so being able to follow along and actually understand the applications was something I genuinely didn’t expect.

Pramod Hebbar
Participating in the 100 Days of Agent Building for Retail cohort has been a truly transformative experience. I joined the program with a significant fear of technology and a long-standing belief that I was technically challenged. However, this program helped me overcome those fears, build confidence in my ability to learn and adapt, and develop a more positive relationship with technology.

Manisha Ayyagari
I’ve followed Ganesh on LinkedIn for a long time and really admire his journey. It started with a few common threads like same college, worked at Coats and Myntra, and eventually moved into entrepreneurship. The moment Ganesh announced Cohort 1 of 100 Days of Agent Building, I applied. Didn’t make it. Luckily, I got into the second The course was very stimulating. I built a couple of agents as part of the practice. The most useful one for me was a "Lead Enrichment Agent" for my day-to-day work. What would normally take ~30 hours of manual profiling got done in less than 2 hours for 10k compaies. That’s the direct impact.

Ayyappan Lakshmanan
I’m really glad I discovered this course through LinkedIn and decided to join it. It has been a truly enriching experience for me. Firstly, the course opens up the world of AI in a very practical and accessible way. Rather than being purely theoretical, it focuses strongly on actually building things, which makes the learning far more engaging and meaningful. Another important realization for me has been that with AI, we are no longer limited to mastering just one domain. Personally, this journey has left me extremely motivated to explore the world of AI further in my career. A big thank you to Ganesh for constantly pushing us to stretch beyond our comfort zones, and to Priyanka for being such a dependable support system throughout the journey.

Naman Mirchandani
Ganesh you are an excellent mentor and teacher , your course is worth thousands but out of sheer passion you passed on the knowledge at no cost and with diligence and patience , Priyanka is an excellent support system making it possible!
How can we forget Lumi our AI friend to lumi for sending out summary !
May the next cohort be 100 ! We will come back for more ….
It great working with you at Myntra though indirectly… and here we are again !
The journey has just begun …. Proud to be in the first batch !✍️👊🏽

Rashmin P.
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